hunoutl/paperlists huggingface dataset:
Title: Teacher Guided Training: An Efficient Framework for Knowledge Transfer
Authors: Manzil Zaheer, Ankit Singh Rawat, Seungyeon Kim, Chong You, Himanshu Jain, Andreas Veit, Rob Fergus, Sanjiv Kumar
Affiliations: Google Research and DeepMind, New York, USA
Conference: iclr 2023 (main track)
Keywords: Distillation;Semisupervised learning;Efficient machine learning;Generalization bounds;knowledge distillation
Decision: Poster
Title: Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution
Authors: Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan
Affiliations: MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University and Shanghai AI Laboratory; Didi Chuxing; MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University
Conference: iclr 2023 (main track)
Keywords: inductive one-bit matrix completion;graph signal sampling
Decision: Poster
Title: AutoGT: Automated Graph Transformer Architecture Search
Authors: Zizhao Zhang, Xin Wang, Chaoyu Guan, Ziwei Zhang, Haoyang Li, Wenwu Zhu
Affiliations: Department of Computer Science and Technology, Tsinghua University; Department of Computer Science and Technology, Tsinghua University; THU-Bosch JCML Center, Tsinghua University
Conference: iclr 2023 (main track)
Decision: Top-5%
Title: CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
Authors: Hao-Wen Dong, Naoya Takahashi, Yuki Mitsufuji, Julian McAuley, Taylor Berg-Kirkpatrick
Affiliations: Sony Group Corporation; University of California San Diego; Sony Group Corporation and University of California San Diego
Conference: iclr 2023 (main track)
Keywords: universal sound separation;source separation;contrastive language-image pre-training;multi-modal learning;self-supervised learning
Decision: Poster
Title: MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models
Authors: Chenglin Yang, Siyuan Qiao, Qihang Yu, Xiaoding Yuan, Yukun Zhu, Alan Yuille, Hartwig Adam, Liang-Chieh Chen
Affiliations: The Johns Hopkins University; Google Research
Conference: iclr 2023 (main track)
Decision: Poster
Title: Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation
Authors: Boah Kim, Yujin Oh, Jong Ye
Affiliations: Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Conference: iclr 2023 (main track)
Keywords: Diffusion model;Adversarial learning;Self-supervised learning;Vessel segmentation
Decision: Poster
Title: Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection
Authors: Jinhyung Park, Chenfeng Xu, Shijia Yang, Kurt Keutzer, Kris Kitani, Masayoshi Tomizuka, Wei Zhan
Affiliations: Carnegie Mellon University; University of California, Berkeley
Conference: iclr 2023 (main track)
Keywords: Computer Vision;3D Object Detection;Stereo Matching
Decision: Top-5%
Title: Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning
Authors: Daniel Palenicek, Michael Lutter, Joao Carvalho, Jan Peters
Affiliations: German Research Center for AI (DFKI), Research Department: Systems AI for Robot Learning; Hessian.AI, Hochschulstr. 10, 64293 Darmstadt, Germany; Intelligent Autonomous Systems, Technical University of Darmstadt, daniel.palenicek@tu-darmstadt.de; Centre for Cognitive Science, Hochschulstr. 10, 64293 Darmstadt, Germany
Conference: iclr 2023 (main track)
Keywords: Model-based Reinforcement Learning;Value Expansion
Decision: Poster
Title: Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders
Authors: Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
Affiliations: Microsoft Azure AI; The University of Texas at Austin
Conference: iclr 2023 (main track)
Keywords: Diffusion model;adversarial autoencoder;implicit prior
Decision: Poster
Title: StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training
Authors: Yuechen Yu, yulin li, Chengquan Zhang, Xiaoqiang Zhang, Zengyuan Guo, Xiameng Qin, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang
Affiliations: Department of Computer Vision Technology (VIS), Baidu Inc.
Conference: iclr 2023 (main track)
Decision: Poster
Title: Provable Robustness against Wasserstein Distribution Shifts via Input Randomization
Authors: Aounon Kumar, Alexander Levine, Tom Goldstein, Soheil Feizi
Affiliations: University of Maryland, College Park, MD
Conference: iclr 2023 (main track)
Keywords: Distributional Robustness;Wasserstein Distance;Certified Robustness
Decision: Poster
Title: Perfectly Secure Steganography Using Minimum Entropy Coupling
Authors: Christian Schroeder de Witt, Samuel Sokota, Zico Kolter, Jakob Foerster, Martin Strohmeier
Affiliations: Carnegie Mellon University; armasuisse Science + Technology; FLAIR, University of Oxford
Conference: iclr 2023 (main track)
Keywords: Information-Theoretic Steganography;Minimum Entropy Coupling
Decision: Poster
Title: Softened Symbol Grounding for Neuro-symbolic Systems
Authors: Zenan Li, Yuan Yao, Taolue Chen, Jingwei Xu, Chun Cao, Xiaoxing Ma, Jian Lu
Affiliations: State Key Lab of Novel Software Technology, Nanjing University, China; Department of Computer Science, Birkbeck, University of London, UK
Conference: iclr 2023 (main track)
Keywords: neuro-symbolic learning;symbol grounding problem;projection-based sampling
Decision: Poster
Title: Can Neural Networks Learn Implicit Logic from Physical Reasoning?
Authors: Aaron Traylor, Roman Feiman, Ellie Pavlick
Affiliations: Department of Cognitive, Linguistic & Psychological Sciences, Brown University, Providence, Rhode Island, USA; Department of Computer Science, Brown University, Providence, Rhode Island, USA
Conference: iclr 2023 (main track)
Keywords: logic;logical operators;logical reasoning;intuitive physics;physical reasoning;representation learning;developmental psychology;cognitive science
Decision: Poster
Title: On the Trade-Off between Actionable Explanations and the Right to be Forgotten
Authors: Martin Pawelczyk, Tobias Leemann, Asia Biega, Gjergji Kasneci
Affiliations: Max-Planck-Institute for Security and Privacy, Germany; University of Tübingen, Germany
Conference: iclr 2023 (main track)
Keywords: Counterfactual Explanations;Algorihtmic Recourse;Explainability;Interpretability;Transparency
Decision: Poster
Title: ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
Authors: Badr Youbi Idrissi, Diane Bouchacourt, Randall Balestriero, Ivan Evtimov, Caner Hazirbas, Nicolas Ballas, Pascal Vincent, Michal Drozdzal, David Lopez-Paz, Mark Ibrahim
Affiliations: Fundamental AI Research (FAIR), Meta AI
Conference: iclr 2023 (main track)
Decision: Top-25%
Title: Diffusion-GAN: Training GANs with Diffusion
Authors: Zhendong Wang, Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
Affiliations: Microsoft Azure AI; The University of Texas at Austin
Conference: iclr 2023 (main track)
Keywords: deep generative models;diffusion models;data-efficient stable GAN training;adaptive data augmentation
Decision: Poster
Title: A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation
Authors: Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Gu
Affiliations: The University of Tokyo; The University of Tokyo, Google Research, Brain Team
Conference: iclr 2023 (main track)
Keywords: Morphology-Task Generalization;Behavior Distillation;Supervised RL;Reinforcement Learning
Decision: Top-25%
Title: Write and Paint: Generative Vision-Language Models are Unified Modal Learners
Authors: Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang
Affiliations: The Hong Kong University of Science and Technology; Shanghai Jiao Tong University; ByteDance AI Lab
Conference: iclr 2023 (main track)
Keywords: Foundation model;Multi-modal learning;Vision-language pre-training
Decision: Poster
Title: ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor
Authors: Wanqi Xue, Qingpeng Cai, Ruohan Zhan, Dong Zheng, Peng Jiang, Kun Gai, Bo An
Affiliations: Nanyang Technological University; Hong Kong University of Science and Technology; Unaffiliated; Kuaishou Technology
Conference: iclr 2023 (main track)
Keywords: Sequential Recommendation;Long-term Engagement;Reinforcement Learning
Decision: Poster
Title: RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning
Authors: WEI QIU, Xiao Ma, Bo An, Svetlana Obraztsova, shuicheng YAN, Zhongwen Xu
Affiliations: Nanyang Technological University; Sea AI Lab
Conference: iclr 2023 (main track)
Keywords: multi-agent system;multi-agent reinforcement learning
Decision: Poster
Title: Multimodal Federated Learning via Contrastive Representation Ensemble
Authors: Qiying Yu, Yang Liu, Yimu Wang, Ke Xu, Jingjing Liu
Affiliations: Institute for AI Industry Research, Tsinghua University and Shanghai Artificial Intelligence Laboratory; Carnegie Mellon University; Institute for AI Industry Research, Tsinghua University; University of Waterloo
Conference: iclr 2023 (main track)
Keywords: Federated Learning;Multi-modal Learning;Representation-level Ensemble Knowledge Transfer
Decision: Poster
Title: Transformer Meets Boundary Value Inverse Problems
Authors: Ruchi Guo, Shuhao Cao, Long Chen
Affiliations: Department of Mathematics, University of California, Irvine; Division of Computing, Analytics, and Mathematics, School of Science and Engineering, University of Missouri-Kansas City
Conference: iclr 2023 (main track)
Keywords: inverse problems;attention;operator learning;Transformer;partial differential equations
Decision: Poster
Title: MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions
Authors: Wei Ming Neo, Zhehui Wang, Cheng Liu, Rick Goh, Tao Luo
Affiliations: Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore; Institute of Computing Technology, Chinese Academy of Sciences
Conference: iclr 2023 (main track)
Keywords: BERT;Efficient inference;Matrix arithmetic-only;Eleminate non-linear functions
Decision: Poster
Title: Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic
Authors: Zijun Wu, Zi Xuan Zhang, Atharva Naik, Zhijian Mei, Mauajama Firdaus, Lili Mou
Affiliations: Carnegie Mellon University; Dept. Computing Science & Alberta Machine Intelligence Institute (Amii), University of Alberta
Conference: iclr 2023 (main track)
Keywords: Neural Fuzzy Logic;Weakly Supervised Reasoning;Natural Language Inference;Explainability and Interpretability
Decision: Poster
Title: Robust Algorithms on Adaptive Inputs from Bounded Adversaries
Authors: Yeshwanth Cherapanamjeri, Sandeep Silwal, David Woodruff, Fred Zhang, Qiuyi Zhang, Samson Zhou
Affiliations: MIT; Carnegie Mellon University; UC Berkeley and Rice University; Google Research; UC Berkeley
Conference: iclr 2023 (main track)
Keywords: streaming algorithms;adversarial robustness;sketching;kernel density estimation
Decision: Poster
Title: Finding Actual Descent Directions for Adversarial Training
Authors: Fabian Latorre, Igor Krawczuk, Leello Dadi, Thomas Pethick, Volkan Cevher
Affiliations: EPFL, Switzerland
Conference: iclr 2023 (main track)
Keywords: Adversarial Training;Adversarial Examples;non-convex optimization;robustness
Decision: Poster
Title: Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information
Authors: Yulun Wu, Rob Barton, Zichen Wang, Vassilis N. Ioannidis, Carlo De Donno, Layne Price, Luis Voloch, George Karypis
Affiliations: University of California, Berkeley; Amazon; Immunai
Conference: iclr 2023 (main track)
Keywords: graph neural network;causal inference;variational bayes;asymptotic statistics;single-cell perturbation
Decision: Poster
Title: SQA3D: Situated Question Answering in 3D Scenes
Authors: Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang
Affiliations: Beijing Institute for General Artificial Intelligence (BIGAI) & Peking University; Beijing Institute for General Artificial Intelligence (BIGAI) & Tsinghua University; Beijing Institute for General Artificial Intelligence (BIGAI); Beijing Institute for General Artificial Intelligence (BIGAI) & UCLA & Tsinghua University & Peking University; UCLA
Conference: iclr 2023 (main track)
Keywords: 3D vision;scene understanding;visual question answering;embodied AI
Decision: Poster
Title: The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks
Authors: Daniel Kunin, Atsushi Yamamura, Chao Ma, Surya Ganguli
Affiliations: Stanford University
Conference: iclr 2023 (main track)
Keywords: margin;maximum-margin;implicit regularization;neural networks;neural collapse;gradient flow;implicit bias;robustness;homogeneous;symmetry;classification
Decision: Top-25%
Title: A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles
Authors: Seohyeon Jung, Sanghyun Kim, Juho Lee
Affiliations: Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Conference: iclr 2023 (main track)
Keywords: Active learning;Snapshot ensemble;Uncertainty estimation
Decision: Poster
Title: DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation
Authors: Yan Zhao, Ruihai Wu, Zhehuan Chen, Yourong Zhang, Qingnan Fan, Kaichun Mo, Hao Dong
Affiliations: CFCS, CS Dept., PKU; Stanford University, NVIDIA Research; CFCS, CS Dept., PKU, AIIT, PKU; Tencent AI Lab
Conference: iclr 2023 (main track)
Keywords: Visual Actionable Representation for Robotics;Visual Understanding of 3D Shapes
Decision: Poster
Title: Diffusion Models for Causal Discovery via Topological Ordering
Authors: Pedro Sanchez, Xiao Liu, Alison O'Neil, Sotirios Tsaftaris
Affiliations: The Alan Turing Institute; The University of Edinburgh; Canon Medical Research Europe
Conference: iclr 2023 (main track)
Keywords: Diffusion Models;Causal Discovery;Topological Ordering;Score-based Methods
Decision: Poster
Title: Accurate Image Restoration with Attention Retractable Transformer
Authors: Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan
Affiliations: Westlake University; Harbin Institute of Technology (Shenzhen); Shanghai Jiao Tong University; ETH Zürich; Shanghai AI Laboratory
Conference: iclr 2023 (main track)
Keywords: Image restoration;Dense and sparse attention
Decision: Top-25%
Title: GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
Authors: Chenhongyi Yang, Jiarui Xu, Shalini De Mello, Elliot J Crowley, Xiaolong Wang
Affiliations: UC San Diego; NVIDIA; School of Engineering, University of Edinburgh
Conference: iclr 2023 (main track)
Keywords: Visual Recognition;Vision transformer architecture
Decision: Top-25%
Title: AGRO: Adversarial discovery of error-prone Groups for Robust Optimization
Authors: Bhargavi Paranjape, Pradeep Dasigi, Vivek Srikumar, Luke Zettlemoyer, Hannaneh Hajishirzi
Affiliations: University of Washington, Allen Institute of Artificial Intelligence; University of Utah; University of Washington; Allen Institute of Artificial Intelligence
Conference: iclr 2023 (main track)
Keywords: robust optimization;distributionally robust;slice discovery;error analysis;adversarial learning
Decision: Poster
Title: A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
Authors: Ido Galil, Mohammed Dabbah, Ran El-Yaniv
Affiliations: Technion; Amazon; Technion, Deci.AI
Conference: iclr 2023 (main track)
Keywords: benchmarking;out of distribution;class out of distribution;OOD;OOD detection
Decision: Top-25%
Title: Toeplitz Neural Network for Sequence Modeling
Authors: Qin Zhen, Xiaodong Han, Weixuan Sun, Bowen He, Dong Li, Dongxu Li, Yuchao Dai, Lingpeng Kong, Yiran Zhong
Affiliations: Australian National University; SenseTime Research; The University of Hong Kong; Northwestern Polytechnical University; Shanghai AI Laboratory
Conference: iclr 2023 (main track)
Keywords: Toeplitz Matrix;Sequence Modeling;Relative position
Decision: Top-25%
Title: Fooling SHAP with Stealthily Biased Sampling
Authors: Gabriel Laberge, Ulrich Aïvodji, Satoshi Hara, Mario Marchand, Foutse Khomh
Affiliations: École de technologie supérieure, Québec; Universitié de Laval à Québec; Polytechnique Montréal, Québec; Osaka University, Japan
Conference: iclr 2023 (main track)
Keywords: Explainability;Robustness;SHAP;Stealthily Sampling
Decision: Poster
Title: Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!
Authors: Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, AJAY JAISWAL, Zhangyang Wang
Affiliations: University of Texas at Austin; Eindhoven University of Technology
Conference: iclr 2023 (main track)
Keywords: Sparse Neural Networks;Benchmark;Sparsity;Neural Network Pruning
Decision: Top-25%
Title: Learning rigid dynamics with face interaction graph networks
Authors: Kelsey Allen, Yulia Rubanova, Tatiana Lopez-Guevara, William Whitney, Alvaro Sanchez Gonzalez, Peter Battaglia, Tobias Pfaff
Affiliations: DeepMind, London, UK
Conference: iclr 2023 (main track)
Keywords: graph networks;rigid body dynamics;physics
Decision: Top-25%
Title: Mosaic Representation Learning for Self-supervised Visual Pre-training
Authors: Zhaoqing Wang, Ziyu Chen, Yaqian Li, Yandong Guo, Jun Yu, Mingming Gong, Tongliang Liu
Affiliations: The University of Melbourne; University of Science and Technology of China; Sydney AI Centre, The University of Sydney; OPPO Research Institute
Conference: iclr 2023 (main track)
Keywords: self-supervised learning;computer vision
Decision: Top-25%
Title: LAVA: Data Valuation without Pre-Specified Learning Algorithms
Authors: Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
Affiliations: Princeton University; Virginia Tech
Conference: iclr 2023 (main track)
Keywords: data valuation;optimal transport;model agnostic;data-driven
Decision: Top-25%
Title: The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes
Authors: Alexander Atanasov, Blake Bordelon, Sabarish Sainathan, Cengiz Pehlevan
Affiliations: Department of Physics, John A. Paulson School of Engineering and Applied Sciences, Center for Brain Science, Harvard University, Cambridge, MA 02138, USA; John A. Paulson School of Engineering and Applied Sciences, Center for Brain Science, Harvard University, Cambridge, MA 02138, USA
Conference: iclr 2023 (main track)
Keywords: Feature Learning;Neural Tangent Kernel;Scaling Laws;Deep Ensembles
Decision: Poster
Title: Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
Authors: Florent Delgrange, Ann Nowe, Guillermo Perez
Affiliations: AI Lab, VUB; AI Lab, Vrije Universiteit Brussel (VUB), University of Antwerp; University of Antwerp, Flanders Make
Conference: iclr 2023 (main track)
Keywords: Reinforcement learning;Formal Verification;Representation Learning
Decision: Poster
Title: (Certified!!) Adversarial Robustness for Free!
Authors: Nicholas Carlini, Florian Tramer, Krishnamurthy Dvijotham, Leslie Rice, Mingjie Sun, Zico Kolter
Affiliations: Google; Carnegie Mellon University; Carnegie Mellon University, Bosch Center for AI
Conference: iclr 2023 (main track)
Decision: Poster
Title: Interaction-Based Disentanglement of Entities for Object-Centric World Models
Authors: Akihiro Nakano, Masahiro Suzuki, Yutaka Matsuo
Affiliations: Graduate School of Engineering, The University of Tokyo
Conference: iclr 2023 (main track)
Keywords: object-centric;object-oriented;world models;self-supervised learning;probabilistic deep learning;structured models;video prediction;physics prediction;planning;variational autoencoders;model-based reinforcement learning;VAEs;unsupervised
Decision: Poster
Title: Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images
Authors: Jiyeon Han, Hwanil Choi, Yunjey Choi, Junho Kim, Jung-Woo Ha, Jaesik Choi
Affiliations: NAVER AI Lab; Kim Jaechul Graduate School of AI, KAIST
Conference: iclr 2023 (main track)
Decision: Top-25%
Title: Understanding Train-Validation Split in Meta-Learning with Neural Networks
Authors: Xinzhe Zuo, Zixiang Chen, Huaxiu Yao, Yuan Cao, Quanquan Gu
Affiliations: Department of Statistics & Actuarial Science, University of Hong Kong; Department of Computer Science, Stanford University; Department of Computer Science, University of California, Los Angeles; Department of Mathematics, University of California, Los Angeles
Conference: iclr 2023 (main track)
Keywords: meta-learning;neural networks;deep learning;train-validation split;convolutional neural network
Decision: Poster
Title: Backpropagation through Combinatorial Algorithms: Identity with Projection Works
Authors: Subham Sahoo, Anselm Paulus, Marin Vlastelica Pogančić, Vít Musil, Volodymyr Kuleshov, Georg Martius
Affiliations: Cornell Tech, NYC, USA; Masaryk University, FI, Brno, Czech Republic; MPI Intelligent Systems, Tübingen, Germany; Cornell University, Ithaca, USA
Conference: iclr 2023 (main track)
Keywords: combinatorial optimization;deep learning;representation learning;gradient descent;backpropagation;argmin differentiation;deep graph matching;retrieval
Decision: Poster
Title: Consolidator: Mergable Adapter with Group Connections for Visual Adaptation
Authors: Tianxiang Hao, Hui Chen, Yuchen Guo, Guiguang Ding
Affiliations: Department of Automation, Tsinghua University; Beijing National Research Center for Information Science and Technology (BNRist); School of Software, Tsinghua University; Beijing National Research Center for Information Science and Technology (BNRist); Beijing National Research Center for Information Science and Technology (BNRist)
Conference: iclr 2023 (main track)
Keywords: Efficient Transfer Learning;Groups Connections;Vision Transformer
Decision: Poster
Title: A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
Authors: Yuqi Nie, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
Affiliations: Princeton University; IBM Research
Conference: iclr 2023 (main track)
Keywords: time series;transformer;forecasting;channel-independence;self-supervised learning;representation learning
Decision: Poster
Title: MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations
Authors: Nicklas Hansen, Yixin Lin, Hao Su, Xiaolong Wang, Vikash Kumar, Aravind Rajeswaran
Affiliations: Meta AI; University of California San Diego
Conference: iclr 2023 (main track)
Keywords: model-based reinforcement learning;visual reinforcement learning;learning from demonstrations
Decision: Poster
Title: Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning
Authors: Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji
Affiliations: University of Illinois Urbana-Champaign; The University of Texas at Dallas
Conference: iclr 2023 (main track)
Keywords: Probabilistic Logical Rule Learning;Knowledge Graph Completion;Logical Representation Learning
Decision: Poster
Title: Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning
Authors: Peizhong Ju, Yingbin Liang, Ness Shroff
Affiliations: Department of ECE & CSE, The Ohio State University, Columbus, OH 43210, USA; Department of ECE, The Ohio State University, Columbus, OH 43210, USA
Conference: iclr 2023 (main track)
Decision: Poster
Title: Sparse Distributed Memory is a Continual Learner
Authors: Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman
Affiliations: Harvard Medical School, Programs in Biophysics and Neuroscience; Systems, Synthetic, and Quantitative Biology, Harvard University; Computer Science, Harvard College; MIT-IBM Watson AI Lab, IBM Research
Conference: iclr 2023 (main track)
Keywords: Sparse Distributed Memory;Sparsity;Top-K Activation;Continual Learning;Biologically Inspired
Decision: Poster
Title: Gradient Gating for Deep Multi-Rate Learning on Graphs
Authors: T. Konstantin Rusch, Benjamin Chamberlain, Michael W Mahoney, Michael Bronstein, Siddhartha Mishra
Affiliations: University of Oxford; Charm Therapeutics; ETH Zürich, ICSI and UC Berkeley; ETH Zürich; ICSI, LBNL, and UC Berkeley
Conference: iclr 2023 (main track)
Keywords: GNNs;message-passing;oversmoothing;heterophilic graphs;multi-rate learning;gating;large graphs
Decision: Poster