Publications. I am currently a principal researcher at Tencent AI Lab, working on machine learning and natural language processing. Qi Lei, Jason D. 49th International Conference on Parallel Processing - ICPP. Important Dates. Partial or Complete, That's The Question Qiang Ning, Hangfeng He, Chuchu Fan, and Dan Roth In NAACL 2019. Sep 2019 - Our LogSparse Transformer Paper was accepted to NeurIPS 2019! Sep 2019 - I will be traveling to WeCNLP 2019 at Facebook HQ, see you there. Mali Shen*, Yun Gu *, Ning Liu and Guang-Zhong Yang, Context-Aware Depth and Pose Estimation for Bronchoscopic Navigatio , IEEE Robotics and Automation Letters , 2018 (Equal. Han received the Ph. My research interests overlap with the following research communities: NeruIPS, ICLR, and ICML. Assistant Professor Department of Computer Science and Engineering Indian Institute of Technology Bombay NIPS 2016-2019, ICLR 2018-2019, AAAI 2020, WWW 2020, KDD 2019, ICML 2018-2019, SDM 2018-2020. Huawei Wei, Peng Lu, Yichen Wei Tech report on arXiv, March 2020. Reviewer, The International Conference on Learning Representations (ICLR 2020), Addis Ababa, Ethiopia, April 27-30, 2020. The Local Elasticity of Neural Networks Hangfeng He and Weijie Su In ICLR 2020. One paper got accepted by CVPR 2019. [Dec 19, 2020] One paper is accepted to ICLR 2020 [Nov 18, 2019] We release IKEA Furniture Assembly Environment for Complex Robot Manipulation Benchmark in Simulation [Sep 7, 2019] One paper is accepted to CoRL 2019 [Dec 20, 2018] One paper is accepted to ICLR 2019. , 2018; Zhong et al. Efficientnet Keras Github. Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu International Conference on Learning Representations (ICLR) 2020; Counter-example guided learning of bounds on environment behavior Yuxiao Chen, Sumanth Dathathri, Tung M. Call For Papers. Phan and Richard M. Shuai Zheng Ph. For her PhD dissertation she investigated the information logistics of small and medium size food processors. Learning Dual Retrieval Module for Semi-supervised Relation Extraction. NeurIPS Workshop on Causal Machine Learning, 2019. Foundation of Deep Learning. Paper on Learning to Solve Network Flow Problems via Neural Decoding. Awesome-AutoML-Papers. Abstract: Neural networks can approximate complex functions, but they struggle to perform exact arithmetic operations over real numbers. 2019 Venues. Multi-Task Reinforcement Learning with Soft Modularization. In ACL 2020. NeurIPS @ Montréal ·The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) Palais des Congrès de Montréal, Montréal CANADA. I was thinking about adding a Slack Bot, which would send a message on cell termination. My thesis advisor was professor William W. This project, open-sourced on GitHub, does exactly that. Short presentation for the ICLR-2020 paper, "Learning to Explore using Active Neural SLAM". It is a popular way to regularize neural networks (Srivastava et al. Short presentation for the ICLR-2020 paper, "Learning to Explore using Active Neural SLAM". The Efficiency of Human Cognition Reflects Planned Use of Information Processing. We propose a robust state-based imitation learning method and unify global and local alignment constraints into a novel RL objective. [9] Carlos Florensa, et al. The set S 0 can capture wide range of specifications such as L pperturbations (Wong & Kolter, 2018), geometric transformations (Balunovic et. [Dec 19, 2020] One paper is accepted to ICLR 2020 [Nov 18, 2019] We release IKEA Furniture Assembly Environment for Complex Robot Manipulation Benchmark in Simulation [Sep 7, 2019] One paper is accepted to CoRL 2019 [Dec 20, 2018] One paper is accepted to ICLR 2019. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. It was a lot of fun. The improvements proposed by the Reformer model (Kitaev, et al. Instructions will be sent over quercus. The distribution is plotted as follows. Dec 20, 2019: Our paper entitled "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition" has been accepted to ICLR-2020. Memory-Based Graph Networks (ICLR 2020) Amir Hosein Khasahmadi, Kaveh Hassani, Parsa Moradi, Leo Lee, Quaid Morris [Python Reference] A Fair Comparison of Graph Neural Networks for Graph Classification (ICLR 2020) Federico Errica, Marco Podda, Davide Bacciu, Alessio Micheli [Python Reference]. ICLR Workshop on Reproducibility in Machine Learning, 2019. 18:00 Dec 16, 2019 (JST) ~ 23:59 Jan 19, 2020 (JST) Fed 7, 2020. June 2019 : I was at CVPR 2019. December 2019: Flying to. In ACL 2020. Script that crawls meta data from ICLR OpenReview webpage. Best Deep Learning Papers from the ICLR 2020 Conference. Scale-wise Convolution for Image Restoration Yuchen Fan, Jiahui Yu, Ding Liu, Thomas Huang. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Jan 2020: 3 papers accepted to AAAI 2020, and 1 to ICLR 2020. ICLR 2020, Oral Presentation (48/2594=1. 2020-02: 3 papers on NLP have been accepted by ACL 2020 as long papers. Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-based Recommendation Xin Dong ★, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen and Gerard de Melo. Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. I’m sure it was a […]. [ paper ] An interpretable LSTM neural network for autoregressive exogenous model. Prior to joining Gatsby, I graduated from Ecole polytechnique with a focus in Applied Mathematics and got a Masters Degree in Mathematics, Machine Learning and Computer Vision (). edu ABSTRACT. Comment: Shifts the data distribution by steering the latent code to fit camera movements and color changes. Hongtao Lin, Jun Yan, Meng Qu, Xiang Ren. ai I am a postdoc at Vector Institute and University of Toronto with Rich Zemel, also collaborating with David Duvenaud and Roger Grosse. 4 Oct 2019 • microsoft/DeepSpeed • Moving forward, we will work on unlocking stage-2 optimizations, with up to 8x memory savings per device, and ultimately stage-3 optimizations, reducing memory linearly with respect to the number of devices and potentially scaling to models of arbitrary size. April 2020: A paper on the cross-lingual transferability of monolingual representations and a position paper on unsupervised cross-lingual learning have been accepted to ACL 2020. These GitHub repositories include projects from a variety of data science fields – machine learning, computer vision, reinforcement learning, among others. Awesome-AutoML-Papers. International Conference on Learning Representations (ICLR), 2020. student at Gatsby under the supervision of Arthur Gretton. Prior to joining Gatsby, I graduated from Ecole polytechnique with a focus in Applied Mathematics and got a Masters Degree in Mathematics, Machine Learning and Computer Vision (). I worked at Google for 5. Feb 19, 2020. Boundedly Rational Concept Formation (Paper Forthcoming) BibTex. 09/2019: We have a new paper on the Gambler's problem. 19 - Invited to serve as PC/Reviewer of ICLR 2020. The work is accepted at ICLR 2020 and the workshop of OptRL in NeurIPS 2019. Song Han is an assistant professor at MIT EECS. ACL is the premier conference of the field of computational linguistics, covering a broad spectrum of diverse research areas that are. Visualizations Rating distribution. 2019) Large Scale Structure of Neural Networks' Loss Landscape has been accepted to NeurIPS 2019!. CV Review Result Notification. Universally Slimmable Networks and Improved Training Techniques Jiahui Yu and Thomas Huang. The improvements proposed by the Reformer model (Kitaev, et al. ICLR 2019 - Call For Papers. Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation. Reviewer, Neural Information Processing Systems (NeurIPS) 2020, Vancouver, Canada, Dec 6-12, 2020. Our workshop Vision Applications & Solutions to Biased or Scarce Data at WACV 2020 was held successfully. ai I am a postdoc at Vector Institute and University of Toronto with Rich Zemel, also collaborating with David Duvenaud and Roger Grosse. AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu and Thomas Huang. Overview of CompGCN: Given node and relation embeddings, CompGCN performs a composition operation φ(·) over each edge in the neighborhood of a central node (e. I spent summer of 2018 at MSR Montreal working with Tsendsuren Munkhdalai, Eric Yuan and Adam Trischler. Aida Nematzadeh, Sebastian Ruder, and Dani Yogatama. December 2019: Flying to. It achieves the SOTA on traditional imitation learning tasks, and can also imitate policies from heterogeneous experts. GitHub Gist: instantly share code, notes, and snippets. Research Interests (Ranked by the amount of time I spend thinking about each topic, as of Jan 2020). Initially, the conference was supposed to take place in Addis Ababa, Ethiopia, however, due. HotpotQA is a question answering dataset featuring natural, multi-hop questions, with strong supervision for supporting facts to enable more explainable question answering systems. Addis Ababa, Ethiopia 4 mentions: Keywords: iclr Date: 2020/04/26 02:21 pml4dc. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. Clone with HTTPS. Published as a conference paper at ICLR 2020 as leaky-integrate-and-fire (LIF), or integrate-and-fire (IF)) poses difficulty to conduct gradient descent based backpropagation. ICLR 2020 (spotlight). International Conference on Machine Learning (ICML) 2020. Asano, Christian Rupprecht, Andrea Vedaldi ICLR , 2020 bibtex. Shuai Zheng Ph. 17-20 August 2020, Edmonton, AB, Canada. Are you ready to take that next big step in your machine learning journey? Working on toy datasets and using popular data science libraries and frameworks is a good start. 4 Oct 2019 • microsoft/DeepSpeed • Moving forward, we will work on unlocking stage-2 optimizations, with up to 8x memory savings per device, and ultimately stage-3 optimizations, reducing memory linearly with respect to the number of devices and potentially scaling to models of arbitrary size. NEURIPS 2019. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020. Yen-Chun Chen*, Linjie Li*, Licheng Yu*, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng and Jingjing Liu "UNITER: UNiversal Image-TExt Representation Learning", 2019. Lee, and Gaurav Mahajan. (Poster) Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner. I am a member of the CILVR group and work closely with Kyunghyun Cho. While the details for remote presentation are being finalized, authors of accepted papers/posters are encouraged to view the ICLR virtual presentation guidelines here. In particular, my research interests focus on the development of efficient learning algorithms for deep neural networks. To start off, here's the link to the ICLR 2020 website and a summary of the key numbers as shared by the organizers:. Programmatic Labeling as Weak Supervision. Dina Machuve is a Lecturer and Researcher at the Nelson Mandela African Institution of Science and Technology in Arusha, Tanzania. 02 Jan 2020 in Paper Lists. Sign up No description, website, or topics provided. Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection. These GitHub repositories include projects from a variety of data science fields – machine learning, computer vision, reinforcement learning, among others. Febrary 3, 2020, I will serve as an Associate Editor for IROS 2020. Aug 2019 - One long paper was accepted by EMNLP 2019. We propose a robust state-based imitation learning method and unify global and local alignment constraints into a novel RL objective. Short presentation for the ICLR-2020 paper, "Learning to Explore using Active Neural SLAM". Feb 20, 2020. Subspace Networks for Few-shot Classification Arnout Devos, Matthias Grossglauser arXiv 2019. I’m sure it was a […]. I was thinking about adding a Slack Bot, which would send a message on cell termination. Script that crawls meta data from ICLR OpenReview webpage. Avrim Blum). Awesome-AutoML-Papers. Rough notes on a bunch of ICLR conference papers. Papers that are not accepted will be considered non-archival, and may be submitted elsewhere (modified or not), although the OpenReview site will maintain the reviews, the comments, and links to the versions submitted to ICLR. degree in Electrical Engineering from Stanford advised by Prof. The 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, USA, July 2020, (To appear) [Paper and Bib] Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and. This is informative about self-supervision and the role of augmentations. ICLR 2020 Workshop. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. View on GitHub Elad Hoffer PhD, Deep Learning Researcher - ICLR 2020, Spotlight (4. NeurIPS @ Montréal ·The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) Palais des Congrès de Montréal, Montréal CANADA. Key Takeaways from ICLR 2020. Specifically, we consider a simple class of rectangular occlusion attacks in which the attacker places a rectangular. To help you, we’ve picked top stories of the week. Follow an Instruction to Solve a Complex Task Recipe: cooking fried rice Stir-fry the onions until tender,. June 15th, 2020 Seattle, Washington in conjunction with CVPR 2020 Computer Vision has a long history of academic research, and recent advances in deep learning have provided significant improvements in the ability to understand visual content. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. student in the Electrical and Computer Engineering department at Cornell University. ; 2020-03-10: Our proposed temporal module TEA is accepted by CVPR 2020. Visualizations Rating distribution. 04, May 2020. View on GitHub Elad Hoffer PhD, Deep Learning Researcher - ICLR 2020, Spotlight (4. The ICLR Reproducbility Challenge is worth taking a look too, especially in terms of the GitHub setup - student groups in deep learning courses across the world tried their luck at reproducing papers. To start off, here’s the link to the ICLR 2020 website and a summary of the key numbers as shared by the organizers: Now, let’s dig in! 1. Practical ML for Developing Countries Workshop @ ICLR 2020, This page is hosted on Github using GitHub Pages. The Best Reinforcement Learning Papers from the ICLR 2020 Conference Posted May 6, 2020 Last week I had a pleasure to participate in the International Conference on Learning Representations ( ICLR ), an event dedicated to the research on all aspects of representation learning, commonly known as deep learning. Please join us on the 26th of April via the Official ICLR 2020 Virtual Workshop Portal. I gave a talk at United Imaging Intelligence (UII), Cambridge, MA. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). It takes a single RGB-D input image and converts it into a 3D photo. ICLR, 2020 Poisson-Minibatching for Gibbs Sampling with Convergence Rate Guarantees Spotlight. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. 2019) Large Scale Structure of Neural Networks' Loss Landscape has been accepted to NeurIPS 2019!. Stop by our booth!. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. Virtual Logistics. io Tweet Referring Tweets @timnitGebru Will be ready to go at 6am PST for our workshop on practical ML for developing countries:. International Conference on Learning Representations (ICLR) 2020. Chen Dan’s Homepage. ICLR-2019 · 30 Dec; NeurIPS-2019 · 29 Dec; IJCAI-2019 · 29 Dec; ICML-2019 · 29 Dec; ICCV-2019 · 29 Dec; CVPR-2019 · 29 Dec. Tian Guo*, Tao Lin*, Yao Lu. He proposed "Deep Compression" that can compress neural networks by an order of magnitude, and the hardware implementation. Kamalika Chaudhuri as my advisor. 12/19/2019. Our work got the best paper at MRQA workshop at ACL 2018. Prior to that, he was a Postdoctoral Researcher in the Whiteson Research Lab, a Stipendiary Lecturer in Computer. Camera-ready Submissions. The planned dates are as follow: Submission date: 25 September 2019, 6pm EAT (East Africa Time, UTC+3). 2020-02: 1 paper on action recognition has been accepted by CVPR 2020. 03/01/2020. Short presentation for the ICLR-2020 paper, "Learning to Explore using Active Neural SLAM". February 2020: I will be serving as an area chair for EMNLP 2020. Phan and Richard M. For more information, see here. Practically, SNNs still lag behind ANNs, in terms of performance or accuracy, in traditional learning tasks. ICLR 2020 We learnt a lot making #ICLR2020 a reality. Solving Empirical Risk Minimization in the Current Matrix Multiplication Time with Zhao Song, Yin Tat Lee. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. @inproceedings{2019TabFactA, title={TabFact : A Large-scale Dataset for Table-based Fact Verification}, author={Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou and William Yang Wang}, booktitle = {International Conference on Learning Representations (ICLR)}, address = {Addis Ababa, Ethiopia. Two papers accepted at CVPR 2020: on unsupervised 3D from single image (oral, blog post, code) and semantic scene manipulation (project page coming soon) Three papers accepted at ICLR 2020: on self-labelling (spotlight, blog post, code), learning from one image and RL visualization; Our team won 2nd place at the traffic4cast challenge at NeurIPS. One position is on Theory. The International Conference on Learning Representations (ICLR), 2020. 5 years on language understanding and question answering. , 2015; Gal et al. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. Instructions will be sent over quercus. [ openreview] DeepSphere: towards an equivariant graph-based spherical CNN, Michaël [ github, EPFL, moodle] Graph Signal Processing with the PyGSP, tutorial at the GraphSIP summer school, 2018. I have gathered the exact data which is summarized in the following plot:. Denis Yarats, Amy Zhang, Ilya Kostrikov, Brandon Amos, Joelle Pineau, Rob Fergus. December 2019: Flying to. Date: April 26, 2020 (Sunday) Location: Online Millennium Hall, Addis Ababa, Ethiopia (co-located with ICLR 2020) Contact: [email protected] ICLR 2020 (Spotlight) Shao-Hua Sun Te-Lin Wu Joseph J. Risk Adjusted Surgeon Score Card Development for Emory Hospital 2018. Published as a workshop paper at "Bridging AI and Cognitive Science" (ICLR 2020) Matthew F. ICLR 2020 (spotlight). Yichen Wei (危夷晨) Director of Megvii (Face++) Research Shanghai. ICLR 2020, Virtual Event. The workshop will be hosted online via the Official ICLR 2020 Virtual Workshop Portal; The workshop calendar can be viewed in your timezone here; Discussions, comments and questions can be posted on the Rocket Chat embedded in the virtual workshop portal. Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia. Crawl and Visualize ICLR 2020 OpenReview Data. 2020: Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations: 2021: Temporal Difference Weighted Ensemble For Reinforcement Learning: 2022: Task Level Data Augmentation for Meta-Learning: 2023: Effect of top-down connections in Hierarchical Sparse Coding: 2024. data science: arxiv: 2020: transformation importance with applications to cosmology: singh*, ha*, lanusse, boehm, liu & yu: ml: iclr workshop (spotlight talk) 2019. European Conference on Computer Vision (ECCV) 2020. ICLR 2020 papers in two sentences This is a list of papers I went through during International Conference on Learning Representations (ICLR) 2020. Hae Beom Lee, Juho Lee, Saehoon Kim, Eunho Yang, Sung Ju Hwang NeurIPS 2018. Regularized Weighted Low Rank Approximation with Frank Ban, David Woodruff. Star this repository, and then you can keep abreast of the latest developments of this booming research field. We invite submissions to the 2020 International Conference on Learning Representations, and welcome paper submissions from all areas of machine learning and deep learning. 8th International Conference on Learning Representations (ICLR). PhD, Department of Electrical Engineering, Stanford University (2008) MS, Department of Electrical Engineering, Stanford University (2004) BS, Department of Electrical Engineering, Seoul National University (2002) Work Experience. But if you truly. Fully virtual conference structure. I still haven't. Haggai Maron, Gal Chechik Preprint, 2020. Last week I had a pleasure to participate in the International Conference on Learning Representations (ICLR), an event dedicated to the research on all aspects of deep learning. 12/19/2019. ICLR 2020, Addis Ababa, Ethiopia HOME CALL FOR PAPERS DATES PROGRAM ORGANIZERS. Last week I had a pleasure to participate in the International Conference on Learning Representations (ICLR), an event dedicated to the research on all aspects of deep learning. Prior to this, I received B. Script that crawls meta data from ICLR OpenReview webpage. IIT Madras, India: EE5177 Machine Learning for Computer Vision (Spring 2017) for Prof. ai I am a postdoc at Vector Institute and University of Toronto with Rich Zemel, also collaborating with David Duvenaud and Roger Grosse. Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization, ICLR 2020 Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun arXiv version. The distribution of reviewer ratings centers around 4 (mean: 3. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. Paper on Learning to Solve Network Flow Problems via Neural Decoding. But I did manage to attend ICLR 2020. To appear in ICLR, 2020. (Poster) Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner. (Sunday is a full day industry expo) Sun (Expo) » Mon » Tue » Wed » Thu » Fri » Sat » Tutorials » Invited Talks » Orals » Accepted Papers. From these 935, 23 have been accepted for oral (2%), and 314 for poster (34%). Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. , EcoNAS: Finding Proxies for Economical Neural Architecture Search, CVPR 2020 (To appear) Junseok Kim Hyunseo Koh Dahyun Kim HW2 Due (May 1, 12pm). iclr, 2020 We can avoid the limitations of truncated backpropagation through time by introducing auxiliary variables and a regularization-type formulation of RNNs. Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection. Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, and Caiming Xiong Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering International Conference on Learning Representations (ICLR), 2020. Countdowns to top CV/NLP/ML/Robotics/AI conference deadlines. My research interests lie in the intersection of machine learning, optimization, and control theory. The tentative schedule is as follows: 09:00 - 09:10 Welcome Remarks; 09:10 - 09:45 Invited: Speaker 1. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. 1038/nn2066. Email: weiyichen at megvii. Published as a conference paper at ICLR 2020 2019). 4 Oct 2019 • microsoft/DeepSpeed • Moving forward, we will work on unlocking stage-2 optimizations, with up to 8x memory savings per device, and ultimately stage-3 optimizations, reducing memory linearly with respect to the number of devices and potentially scaling to models of arbitrary size. EAT is UTC+03:00. Reviewer, The the Thirty-seventh International Conference on Machine Learning (ICML 2020), Vienna, Austria, July 12-18, 2020. Are you ready to take that next big step in your machine learning journey? Working on toy datasets and using popular data science libraries and frameworks is a good start. Submissions should follow the ICLR format and not exceed 4 pages (excluding references, appendices or large figures). Remove all; Disconnect; The next video is starting. Specifically, we consider a simple class of rectangular occlusion attacks in which the attacker places a rectangular. [9] Carlos Florensa, et al. 4 Oct 2019 • microsoft/DeepSpeed • Moving forward, we will work on unlocking stage-2 optimizations, with up to 8x memory savings per device, and ultimately stage-3 optimizations, reducing memory linearly with respect to the number of devices and potentially scaling to models of arbitrary size. com (this will email all organizers) How to participate?. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. [ openreview] DeepSphere: towards an equivariant graph-based spherical CNN, Michaël [ github, EPFL, moodle] Graph Signal Processing with the PyGSP, tutorial at the GraphSIP summer school, 2018. GitHub Gist: instantly share code, notes, and snippets. This page is hosted on Github using GitHub Pages. 01/15/2020. International Conference on Learning Representations (ICLR) April 26, 2020. Since then, it has been shown that asynchronous SGD leads. ICLR 2020 Workshop on Bridging AI and Cognitive Science. Clone via HTTPS Clone with Git or checkout with SVN using the repository’s web address. All the crawled data (sorted by the average ratings) can be found here. Crawl and Visualize ICLR 2020 OpenReview Data. , EcoNAS: Finding Proxies for Economical Neural Architecture Search, CVPR 2020 (To appear) Junseok Kim Hyunseo Koh Dahyun Kim HW2 Due (May 1, 12pm). Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. 03/01/2020. This page is hosted on Github using GitHub Pages. Watch Queue Queue. Mali Shen*, Yun Gu *, Ning Liu and Guang-Zhong Yang, Context-Aware Depth and Pose Estimation for Bronchoscopic Navigatio , IEEE Robotics and Automation Letters , 2018 (Equal. We are posting these hacks daily on social media platforms like LinkedIn, Twitter, Facebook. Liwei Wang. The accepted papers have an average rating of 6. Ruqi Zhang, Christopher De Sa NeurIPS, 2019. Sc from Department of Machine Intelligence, School of EECS, Peking University, where I worked with Prof. A computationally efficient algorithm for fitting ion channel parameters Zachary Teed and Jonathan Silva MethodsX, 2016 code. ICLR-2019 · 30 Dec; NeurIPS-2019 · 29 Dec; IJCAI-2019 · 29 Dec; ICML-2019 · 29 Dec; ICCV-2019 · 29 Dec; CVPR-2019 · 29 Dec. AI Commons is a collective project whose goal is to make the benefits of AI available to all. Star this repository, and then you can keep abreast of the latest developments of this booming research field. 2016 ( NeurIPS’14 ) Finding a Sparse Vector in a Subspace: Linear Sparsity Using Alternating Directions. Pour 2/3 cups the whisked eggs into the stir-fried. Since then, it has been shown that asynchronous SGD leads. The International Conference on Learning Representations (ICLR), 2020. [email protected] is maintained by the PML4DC Organizers. Feb 20, 2020. Avrim Blum). Call For Papers. Paper / Code Coming Soon. It is a popular way to regularize neural networks (Srivastava et al. iclr, 2020 We can avoid the limitations of truncated backpropagation through time by introducing auxiliary variables and a regularization-type formulation of RNNs. com/YyzHarry/SV-RL Value-based methods constitute a fundamental methodology in planning. April 30, 2020. May 2019: 1 paper accepted to ACL 2019. Visual Semantic Navigation using Scene Priors. I worked at Google for 5. At UCL, he is a member of the UCL Centre for Artificial Intelligence and the UCL Natural Language Processing group. We invite submissions to the 2020 International Conference on Learning Representations, and welcome paper submissions from all areas of machine learning and deep learning. We thank everyone involved who made it so much fun 🤩Today we release a public archive of the conference site and share the lessons we learnt organising the virtual conference. Hongtao Lin, Jun Yan, Meng Qu, Xiang Ren. (2015) that used asyn-chronous SGD (Dean et al. On the "steerability" of generative adversarial networks. Over 70 researchers will be present at ICLR. (Poster Spotlight). [03/03/2020] I gave a colloquium talk at Yale University. 2019: Haoming Jiang's recent collabrative work with Microsoft Dynamics 365 AI and Microsoft Research AI (paper, code) achieves state-of-the-art results in 5 of 9 GLUE benchmark tasks and an overall GLUE task performance 89. April 2019 : BMVC. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Feb 19, 2020. International Conference on Learning Representations (ICLR), 2020. June 15th, 2020 Seattle, Washington in conjunction with CVPR 2020 Computer Vision has a long history of academic research, and recent advances in deep learning have provided significant improvements in the ability to understand visual content. I joined MEGVII on July, 2018. Sc from Department of Machine Intelligence, School of EECS, Peking University, where I worked with Prof. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. Knowledge Graph Construction From Text Github. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable accuracies to the latter in a similar number of iterations. This video is unavailable. Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives ICLR 2020 (Spotlight) Machine Learning in Computional Biology Workshop (Oral / Travel Award) Observational Overfitting in Reinforcement Learning Xingyou Song, Yiding Jiang, Yilun Du, Behnam Neyshabur ICLR 2020 NeurIPS 2019 Workshop on Optimization Frontiers of Reinforcement Learning. Associate Professor, College of ICE, SKKU. Early research in AI was inspired by human intelligence and shaped by cognitive scientists (e. If the extension helps you, please star it on GitHub. 12:15 - 12:20 AI Commons. Please submit your paper here! Three papers are accepted by CVPR 2020. Liwei Wang. Rough notes on a bunch of ICLR conference papers. Please join us on the 26th of April via the Official ICLR 2020 Virtual Workshop Portal. However, the identification of these winning tickets still requires the costly train-prune-retrain. Final Result Notification. ICLR 2020: Two new papers on analyzing and improving the training of Transformers. One of the world’s major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. I have gathered the exact data which is summarized in the following plot:. Ni Lao (劳逆) I've graduated from Language Technologies Institute, School of Computer Science at Carnegie Mellon University. Han's research focuses on efficient deep learning computing. Kyle Wiggers @Kyle_L_Wiggers May 6, 2020 1:05 PM Facebook today announced that it plans to cancel its 2020-2021 in-person AI Residency program as a result of the novel coronavirus pandemic. Time Reversal as Self-Supervision with Google Brain accepted to ICRA 2020 ; Our work on subgoal generation for visual planning, Hierarchical Foresight, accepted at ICLR 2020 Our work on one-shot visual imitation Neural Task Graphs accepted for Oral presentation at CVPR 2019 ; Awarded the 2018 National Science Foundation Graduate Research Fellowship. Proceedings of ICLR 2020, Addis Ababa, Ethiopia (Poster) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang Proceedings of AAAI 2020, New York, US (Oral) 2019. AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu and Thomas Huang. Also, if you have your own Data Science hacks, tips, and tricks, you can share it with the open community on this GitHub repository: Data Science hacks, tips and tricks on GitHub. [2/2020] Reinforcement Learning with Chromatic Networks for Compact Architecture Search will appear at the first NAS workshop at ICLR 2020 in Addis Ababa. April 30, 2020. 19 - Tensor2Tensor implementation of Quaternion Transformers is released on Github. Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip Yuxuan Song*, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu To appear in AAAI, 2020. Please submit your paper here! Three papers are accepted by CVPR 2020. Instead it is a collection of diagnostic experiments designed to provide insight into key aspects of agent behaviour. 01/15/2020. Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives ICLR 2020 (Spotlight) Machine Learning in Computional Biology Workshop (Oral / Travel Award) Observational Overfitting in Reinforcement Learning Xingyou Song, Yiding Jiang, Yilun Du, Behnam Neyshabur ICLR 2020 NeurIPS 2019 Workshop on Optimization Frontiers of Reinforcement Learning. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. February 2020: A new preprint on modeling latent skills for multitask language generation. Reviewer for ICLR 2020. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. CVPR 2019 (oral) PDF Code Video. Make sure to follow #avhackoftheday to get your daily dose of freshly. With Naman Agarwal, Elad Hazan, Cyril Zhang, and Yi Zhang. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). 8th International Conference on Learning Representations (ICLR), 2020. Hae Beom Lee, Taewook Nam, Eunho Yang, Sung Ju Hwang ICLR 2020. I gave a talk at United Imaging Intelligence (UII), Cambridge, MA. One of the world’s major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. To appear in Proceedings of ICLR 2020. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. [email protected] is maintained by the PML4DC Organizers. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. AISTATS 2020. Associate Professor, College of ICE, SKKU. Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia. [ICLR 2020] Drawing Early-Bird Tickets: Towards More Efficient Training of Neural Networks 2019-10-02. DeepV2D: Video to Depth with Differentiable Structure form Motion Zachary Teed and Jia Deng ICLR, 2020 paper / code. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. Avrim Blum). [NEW] Two papers with one oral got accepted by CVPR 2020. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). I was thinking about adding a Slack Bot, which would send a message on cell termination. The deadline for submitting camera-ready submission is the 14 February 2020. September 2019 : ICLR submission. Comment: Shifts the distribution by "steering" the latent code to change camera motion and image color tone. The workshop will be hosted online via the Official ICLR 2020 Virtual Workshop Portal; The workshop calendar can be viewed in your timezone here; Discussions, comments and questions can be posted on the Rocket Chat embedded in the virtual workshop portal. [Call for Papers] I am co-organizing the Workshop on Adversarial Machine Learning in Computer Vision in CVPR 2020. Feb 19, 2020. Short presentation for the ICLR-2020 paper, "Learning to Explore using Active Neural SLAM". The distribution is plotted as follows. Asano, Christian Rupprecht, Andrea Vedaldi ICLR , 2020 bibtex. I gave a talk at United Imaging Intelligence (UII), Cambridge, MA. Submissions deadline: February 14, 2020, 23h59 - Anywhere on Earth; Notification: Feb 25, 2020 This page is hosted on Github using GitHub Pages. Descriptions. (Sunday is a full day industry expo) Sun (Expo) » Mon » Tue » Wed » Thu » Fri » Sat » Tutorials » Invited Talks » Orals » Accepted Papers. Please submit your paper here! Three papers are accepted by CVPR 2020. Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes Alekh Agarwal, Sham M. [Aug 2019] I joined School of Computing, KAIST, as an assistant professor. Virtual Logistics. Star this repository, and then you can keep abreast of the latest developments of this booming research field. Rough notes on a bunch of ICLR conference papers. Computation Reallocation for Object Detection. Specifically, we consider a simple class of rectangular occlusion attacks in which the attacker places a rectangular. ai I am a postdoc at Vector Institute and University of Toronto with Rich Zemel, also collaborating with David Duvenaud and Roger Grosse. GitHub Gist: instantly share code, notes, and snippets. Please join us on the 26th of April via the Official ICLR 2020 Virtual Workshop Portal. ICLR 2020 (Spotlight). Jahanian, L. Curated Word Embeddings for Low-Resourced Languages. TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou and William Yang Wang ICLR 2020 []. Prior to joining Gatsby, I graduated from Ecole polytechnique with a focus in Applied Mathematics and got a Masters Degree in Mathematics, Machine Learning and Computer Vision (). Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. Composition-Based Multi-Relational Graph Convolutional Networks. This page is hosted on Github using GitHub Pages. Reviewer, Neural Information Processing Systems (NeurIPS) 2020, Vancouver, Canada, Dec 6-12, 2020. 2019) Large Scale Structure of Neural Networks' Loss Landscape has been accepted to NeurIPS 2019!. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. Key Takeaways from ICLR 2020. Febrary 28, 2020, I join editorial board of IET Cyber-Systems and Robotics. ICLR, 2020 Poisson-Minibatching for Gibbs Sampling with Convergence Rate Guarantees Spotlight. Fangchen Liu, Zhan Ling ICLR 2020. The role of over-parametrization in generalization of neural networks. The intermediate FF layers are often quite large. Please submit your paper here! Three papers are accepted by CVPR 2020. DropMax: Adaptive Variational Softmax. The lack of inductive bias for arithmetic operations leaves neural networks without the underlying logic necessary to extrapolate on tasks such as addition, subtraction, and multiplication. Published as a conference paper at ICLR 2020 The Behaviour Suite for Reinforcement Learning is a not a replacement for 'grand challenge' undertakings in artificial intelligence, or a leaderboard to climb. We thank everyone involved who made it so much fun 🤩Today we release a public archive of the conference site and share the lessons we learnt organising the virtual conference. Descriptions. ICLR 2020 (Spotlight) Shao-Hua Sun Te-Lin Wu Joseph J. AAAI 2020 / Code. The role of over-parametrization in generalization of neural networks. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. Curated Word Embeddings for Low-Resourced Languages. NeurIPS @ Montréal ·The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) Palais des Congrès de Montréal, Montréal CANADA. Overview of the TREC 2019 Fair Ranking Track Asia J. 1170-1182, December 2020. Solving Empirical Risk Minimization in the Current Matrix Multiplication Time with Zhao Song, Yin Tat Lee. Awesome-AutoML-Papers is a curated list of automated machine learning papers, articles, tutorials, slides and projects. Choice, uncertainty and value in prefrontal and cingulate cortex. Aug 2019: New preprint on abductive commonsense reasoning. Previously, I was a postdoc in the lab of Matthias Bethge in Tübingen and a Ph. April 30, 2020. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. Comment: Shifts the distribution by "steering" the latent code to change camera motion and image color tone. If you have any feature suggestions, please let me know. 2020-02: 1 paper on person re-id has been accepted by TPAMI. [ openreview] DeepSphere: towards an equivariant graph-based spherical CNN, Michaël [ github, EPFL, moodle] Graph Signal Processing with the PyGSP, tutorial at the GraphSIP summer school, 2018. Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives ICLR 2020 (Spotlight) Machine Learning in Computional Biology Workshop (Oral / Travel Award) Observational Overfitting in Reinforcement Learning Xingyou Song, Yiding Jiang, Yilun Du, Behnam Neyshabur ICLR 2020 NeurIPS 2019 Workshop on Optimization Frontiers of Reinforcement Learning. Stop by our booth!. Published as a conference paper at ICLR 2020 2 RELATED WORK For value-based methods, an early attempt for scaling DQN was Nair et al. It is a popular way to regularize neural networks (Srivastava et al. Published as a conference paper at ICLR 2020 ONCE-FOR-ALL: TRAIN ONE NETWORK AND SPE-CIALIZE IT FOR EFFICIENT DEPLOYMENT Han Cai 1, Chuang Gan2, Tianzhe Wang 1, Zhekai Zhang , Song Han 1Massachusetts Institute of Technology, 2MIT-IBM Watson AI Lab fhancai, chuangg, [email protected] Submitted papers are expected to introduce novel ideas or results. ; 2020-01-20: We propose an efficient video representation learning framwork, termed as CPD (code coming soon). 01/31/2020. AISTATS 2020. Sc from Department of Machine Intelligence, School of EECS, Peking University, where I worked with Prof. This work defines and solves the scene de-occlusion problem without manual annotations of ordering or amodal masks. Before coming to stanford, I completed my undergrad at Tsinghua University. Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control Tsui-Wei Weng, Krisnamurthy (Dj) Dvijotham, Jonathan Uesato, Kai Xiao, Sven Gowal, Robert Stanforth, Pushmeet Kohli Proceedings of the International Conference on Learning Representations (ICLR), 2020 We study the problem of continuous control agents in deep RL with adversarial attacks and propose the first two. At UCL, he is a member of the UCL Centre for Artificial Intelligence and the UCL Natural Language Processing group. Published as a conference paper at ICLR 2020 Our second contribution is a novel abstract attack model which more directly captures the nature of common physically realizable attacks than the conventional l p-based models. Hae Beom Lee, Juho Lee, Saehoon Kim, Eunho Yang, Sung Ju Hwang NeurIPS 2018. Feb 20, 2020. Composition-Based Multi-Relational Graph Convolutional Networks. I recently completed my PhD in EECS at UC Berkeley advised by Ben Recht. The Differentiable Cross-Entropy Method. View the Project on GitHub iclr2020-fsai/FSAI. Aida Nematzadeh, Sebastian Ruder, and Dani Yogatama. Tian Guo*, Tao Lin*, Yao Lu. Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. "Unsupervised Curricula for Visual Meta-Reinforcement Learning" NeuriPS 2019. ICLR 2020, Virtual Event HOME PROGRAM ORGANIZERS AI4DEV DATES CALL FOR PAPERS. ICLR 2020 (Spotlight) Shao-Hua Sun Te-Lin Wu Joseph J. 14546, 2020. However, the gradients of the expected. Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao — AAAI 2020. This project, open-sourced on GitHub, does exactly that. 5 years on language understanding and question answering. February 2020: A new preprint on modeling latent skills for multitask language generation. 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020) DiffTaichi: Differentiable Programming for Physical. 2020: Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations: 2021: Temporal Difference Weighted Ensemble For Reinforcement Learning: 2022: Task Level Data Augmentation for Meta-Learning: 2023: Effect of top-down connections in Hierarchical Sparse Coding: 2024. Ruqi Zhang, Christopher De Sa NeurIPS, 2019. While the details for remote presentation are being finalized, authors of accepted papers/posters are encouraged to view the ICLR virtual presentation guidelines here. The 6th International Conference on Learning Representations (ICLR), 2018 (workshop track). Overview of CompGCN: Given node and relation embeddings, CompGCN performs a composition operation φ(·) over each edge in the neighborhood of a central node (e. 3D Dense Face Alignment via Graph Convolution Networks Huawei Wei, Shuang Liang, Yichen Wei. Example Search Queries: cornell. Published as a conference paper at ICLR 2020 enables direct improvement of the user-defined or learned reward. Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning. Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. Practically, SNNs still lag behind ANNs, in terms of performance or accuracy, in traditional learning tasks. ICLR 2020 (Spotlight) Shao-Hua Sun Te-Lin Wu Joseph J. Song Han is an assistant professor at MIT EECS. 切换至 中文主页 。. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. Addis Ababa, Ethiopia. December, 2019. The improvements proposed by the Reformer model (Kitaev, et al. The planned dates are as follow: Submission date: 25 September 2019, 6pm EAT (East Africa Time, UTC+3). NeurIPS 2018 and QIP 2019. Input Convex Neural Networks for Optimal Voltage Regulation. Addis Ababa, Ethiopia. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. Published as a conference paper at ICLR 2020 enables direct improvement of the user-defined or learned reward. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Best Deep Learning Papers from the ICLR 2020 Conference. Rough notes on a bunch of ICLR conference papers. Jahanian, L. , 2018; Zhong et al. ICLR 2020 papers in two sentences This is a list of papers I went through during International Conference on Learning Representations (ICLR) 2020. 2020: Balancing Training for Multilingual Neural Machine Translation Xinyi Wang, Yulia Tsvetkov, and Graham Neubig. This Jupyter Notebook contains the data and visualizations that are crawled ICLR 2020 OpenReview webpages. Papers that are not accepted will be considered non-archival, and may be submitted elsewhere (modified or not), although the OpenReview site will maintain the reviews, the comments, and links to the versions submitted to ICLR. Girdhar and D. Our workshop on Adversarial Robustness in the Real World is accepted by ECCV 2020. 02 Our work on video object detection (MEGA) got accepted by CVPR 2020, which achieved new SOTA on ImageNet VID. Curated Word Embeddings for Low-Resourced Languages. Yu Bai and Jason D. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu. The distribution is plotted as follows. Thuerey, V. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). , PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search, ICLR 2020; Zhou et al. 1038/nn2066. 8th International Conference on Learning Representations (ICLR), 2020. Fully virtual conference structure. 切换至 中文主页 。. CV Review Result Notification. student at Gatsby under the supervision of Arthur Gretton. [2/2020] New work on model-based RL, Ready Policy One, was covered by VentureBeat (). Papers Related to My PhD Thesis-Example Weighting in Classification and Distance Metric Learning · 24 Feb; AAAI-2020 · 21 Feb; arXiv-2020 · 16 Feb; ICLR-2020 · 02 Jan. I gave a talk at Wayfair, Boston, MA. [R] ICLR 2020 Oral, Adversarial Training and Provable Defenses: Bridging the Gap Research TL;DR: We propose a novel combination of adversarial training and provable defenses which produces neural network with state-of-the-art accuracy and certified robustness on CIFAR-10 with 2/255 L-infinity perturbation. Submissions deadline: February 14, 2020, 23h59 - Anywhere on Earth; Notification: Feb 25, 2020 This page is hosted on Github using GitHub Pages. Composition-Based Multi-Relational Graph Convolutional Networks. For more details: Project webpage: https://devendrachaplot. (Spotlight) Deep Symbolic Superoptimization Without Human Knowledge. [02/27/2020] I gave a colloquium talk at the University of Southern California. ; 2020-01-20: We propose an efficient video representation learning framwork, termed as CPD (code coming soon). This work defines and solves the scene de-occlusion problem without manual annotations of ordering or amodal masks. Tim Rocktäschel is a Research Scientist at Facebook AI Research (FAIR) London and a Lecturer in the Department of Computer Science at University College London (UCL). GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. 論文題目:Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings論文來源:ICLR 2020 斯坦福大學 Jure Leskovec. 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020) DiffTaichi: Differentiable Programming for Physical Simulation (ICLR 2020) Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun, Nathan Carr, Jonathan Ragan-Kelley, Frédo Durand [Video] (with instructions to reproduce every demo). Proceedings of ICLR 2020, Addis Ababa, Ethiopia (Poster) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang Proceedings of AAAI 2020, New York, US (Oral) 2019. Michaël Defferrard, Martino Milani, Frédérick Gusset, Nathanaël Perraudin, ICLR, 2020. 2019: Minshuo Chen wrote a blog post for our recent results on Efficient Approximation of Deep ReLU. Beyond "Tabula Rasa" in Reinforcement Learning Workshop (ICLR), 2020 (Oral). Home Charts About ICLR 2017 ICLR 2018 ICLR 2019 ICLR 2020. , 2012) together with a distributed setup consisting of actors, replay buffers, parameter servers and learners. The 58th annual meeting of the Association for Computational Linguistics (ACL) will take place in Seattle, Washington at the Hyatt Regency Seattle in downtown Seattle from July 5th through July 10th, 2020. Jahanian, L. ICLR 2020 was held between 26th April and 1st May, and it was a fully virtual conference. Time Reversal as Self-Supervision with Google Brain accepted to ICRA 2020 ; Our work on subgoal generation for visual planning, Hierarchical Foresight, accepted at ICLR 2020 Our work on one-shot visual imitation Neural Task Graphs accepted for Oral presentation at CVPR 2019 ; Awarded the 2018 National Science Foundation Graduate Research Fellowship. [Mar 20th, 2020] We supported DBSCAN-based MMT which could achieve better performance. Abstract Arxiv GitHub (TensorFlow) GitHub. [ paper ] An interpretable LSTM neural network for autoregressive exogenous model. ICLR 2020 | reformer高效處理長序列,單機能跑,計算資源貧困人士的福音 原創 眨眼睛的小星星 2020-05-10 16:38 基於Transformer的各種巨型模型在各種自然語言處理任務中常常能夠取得最優結果,但這些模型的訓練成本往往過高,在針對長序列文本上尤甚。. 05/01/2018 Presented at the 6th International Conference on Learning Representations (ICLR), Vancouver, BC. Accelerating Smooth Games by Manipulating Spectral Shapes, joint work with Waïss Azizian, Damien Scieur,Ioannis Mitliagkas and Simon Lacoste-Julien. 12/2019: Our. 2018 Venues. I am an associate professor at The University of Texas at Austin. 12:15 - 12:20 AI Commons. Lampinen, et al. Our workshop on Adversarial Robustness in the Real World is accepted by ECCV 2020. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. ©2015 Xiaolong. Addis Ababa, Ethiopia. Bill Dally. 01/15/2020. [08/19] Our generated physical adversarial Stop Sign used in our CVPR’18 is on display at Science Museum in London. Research Interests (Ranked by the amount of time I spend thinking about each topic, as of Jan 2020). Proceedings of ICLR 2020, Addis Ababa, Ethiopia (Poster) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang Proceedings of AAAI 2020, New York, US (Oral) 2019. EAT is UTC+03:00. Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip Yuxuan Song*, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu To appear in AAAI, 2020. In particular, my research interests focus on the development of efficient learning algorithms for deep neural networks. This is informative about self-supervision and the role of augmentations. Biega, Fernando Diaz, Michael D. The workshop will be hosted online via the Official ICLR 2020 Virtual Workshop Portal; The workshop calendar can be viewed in your timezone here; Discussions, comments and questions can be posted on the Rocket Chat embedded in the virtual workshop portal. Since AI research can benefit from the input of a large range of talents across the world, the project seeks to develop ways for developers and organizations to collaborate more easily and effectively. Proceedings of ICLR 2020, Addis Ababa, Ethiopia (Poster) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang Proceedings of AAAI 2020, New York, US (Oral) 2019. edu/ Code: https://github.
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