hunoutl/paperlists huggingface dataset:
Title: Contrastive Audio-Visual Masked Autoencoder
Authors: Yuan Gong, Andrew Rouditchenko, Alexander Liu, David Harwath, Leonid Karlinsky, Hilde Kuehne, James R Glass
Affiliations: MIT CSAIL; MIT-IBM Watson AI Lab; UT Austin; IBM Research AI
Conference: iclr 2023 (main track)
Keywords: multi-modal learning;audio-visual learning;self-supervised learning;masked autoencoder;contrastive learning
Decision: Top-25%
Title: Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits
Authors: Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C.S. Lui
Affiliations: Department of Computer Science and Engineering, The Chinese University of Hong Kong; School of Intelligence Science and Technology, Nanjing University; College of Information and Computer Sciences, University of Massachusetts Amherst
Conference: iclr 2023 (main track)
Keywords: Multi-agent multi-armed bandits;individual regret;communication
Decision: Poster
Title: DENSE RGB SLAM WITH NEURAL IMPLICIT MAPS
Authors: Heng Li, Xiaodong Gu, Weihao Yuan, Luwei Yang, Zilong Dong, Ping Tan
Affiliations: Hong Kong University of Science and Technology; Alibaba Group; Simon Fraser University
Conference: iclr 2023 (main track)
Keywords: dense RGB SLAM;implict funciton;RGB VO
Decision: Poster
Title: CO3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving
Authors: Runjian Chen, Yao Mu, Runsen Xu, Wenqi Shao, Chenhan Jiang, Hang Xu, Yu Qiao, Zhenguo Li, Ping Luo
Affiliations: Huawei Noah’s Ark Lab; The University of Hong Kong; Hong Kong University of Science and Technology; Shanghai AI Laboratory; The Chinese University of Hong Kong
Conference: iclr 2023 (main track)
Keywords: Cooperative Contrastive Learning;Contextual Shape Prediction;Unsupervised Representation Learning;Autonomous Driving
Decision: Poster
Title: Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints
Authors: Tianyu Zhao, Xiang Pan, Minghua Chen, Steven Low
Affiliations: Lenovo Machine Intelligence Center, The Chinese University of Hong Kong; California Institute of Technology; The Chinese University of Hong Kong; City University of Hong Kong
Conference: iclr 2023 (main track)
Keywords: Deep learning;Deep neural network;Constrained optimization;Solution feasibility guarantee;Optimal power flow
Decision: Top-25%
Title: Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection
Authors: Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
Affiliations: Sharif University of Technology; Institute for Research in Fundamental Sciences (IPM); University of Amsterdam; Okinawa Institute of Science and Technology
Conference: iclr 2023 (main track)
Decision: Poster
Title: De Novo Molecular Generation via Connection-aware Motif Mining
Authors: Zijie Geng, Shufang Xie, Yingce Xia, Lijun Wu, Tao Qin, Jie Wang, Yongdong Zhang, Feng Wu, Tie-Yan Liu
Affiliations: Microsoft Research AI4Science; University of Science and Technology of China; University of Science and Technology of China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center; Gaoling School of Artificial Intelligence, Renmin University of China
Conference: iclr 2023 (main track)
Keywords: Molecular generation;Graph generation;Motifs mining
Decision: Poster
Title: Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs
Authors: Sudhanshu Chanpuriya, Ryan Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
Affiliations: University of Massachusetts Amherst; Adobe Research
Conference: iclr 2023 (main track)
Keywords: temporal;networks;graphs;embedding
Decision: Poster
Title: Provably Efficient Lifelong Reinforcement Learning with Linear Representation
Authors: Sanae Amani, Lin Yang, Ching-An Cheng
Affiliations: University of California, Los Angeles; Microsoft Research, Redmond
Conference: iclr 2023 (main track)
Keywords: Lifelong RL;Contextual MDP;Regret;Planning calls;Computation sharing;Streaming sequence of adversarial tasks
Decision: Poster
Title: Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching
Authors: Chang Liu, Zetian Jiang, Runzhong Wang, Lingxiao Huang, Pinyan Lu, Junchi Yan
Affiliations: MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University; Shanghai AI Laboratory; State Key Laboratory of Novel Software Technology, Nanjing University; Shanghai University of Finance and Economics; Huawei TCS Lab; MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University
Conference: iclr 2023 (main track)
Keywords: Graph Matching;Reinforcement Learning;Quadratic Assignment;Affinity Regularization;Combinatorial Optimization.
Decision: Poster
Title: Effective passive membership inference attacks in federated learning against overparameterized models
Authors: Jiacheng Li, Ninghui Li, Bruno Ribeiro
Affiliations: Department of Computer Science, Purdue University, West Lafayette, IN 47903, USA
Conference: iclr 2023 (main track)
Keywords: membership inference attack;federated learning;overparameterization;neural networks;image classification
Decision: Poster
Title: Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity
Authors: Deniz Oktay, Mehran Mirramezani, Eder Medina, Ryan P Adams
Affiliations: Department of Computer Science, Princeton University
Conference: iclr 2023 (main track)
Keywords: morphological computation;mechanical metamaterials;computational mechanics;mechanical co-design;automatic differentiation;differentiable simulation
Decision: Top-25%
Title: Coverage-centric Coreset Selection for High Pruning Rates
Authors: Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash
Affiliations: Computer Science and Engineering, University of Michigan, Ann Arbor, MI 48109, USA
Conference: iclr 2023 (main track)
Keywords: Coreset;Data coverage;Data pruning
Decision: Poster
Title: MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion
Authors: Chao Liao, Jianchao Tan, Jiyuan Jia, Yi Guo, Chengru Song
Affiliations: Kuaishou Technology
Conference: iclr 2023 (main track)
Keywords: Input-adaptive;Mask Fusion;Feature Augmentation;Click-Through rate prediction
Decision: Poster
Title: Causal Confusion and Reward Misidentification in Preference-Based Reward Learning
Authors: Jeremy Tien, Zhiyang He, Zackory Erickson, Anca Dragan, Daniel Brown
Affiliations: University of Utah; University of California, Berkeley; Carnegie Mellon University
Conference: iclr 2023 (main track)
Keywords: reward learning;robustness;preference-based learning
Decision: Poster
Title: Federated Nearest Neighbor Machine Translation
Authors: Yichao Du, Zhirui Zhang, Bingzhe Wu, lemao liu, Tong Xu, Enhong Chen
Affiliations: Tencent AI Lab; University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence
Conference: iclr 2023 (main track)
Keywords: Machine Translation;Federated Learning;Memorization Augmentation
Decision: Poster
Title: Efficient Discrete Multi Marginal Optimal Transport Regularization
Authors: Ronak Mehta, Jeffery Kline, Vishnu Lokhande, Glenn Fung, Vikas Singh
Affiliations: Affirm; UW-Madison; Liberty Mutual
Conference: iclr 2023 (main track)
Keywords: optimal transport;multi-marginal;earth mover's distance;fairness
Decision: Top-25%
Title: $\mathrm{SE}(3)$-Equivariant Attention Networks for Shape Reconstruction in Function Space
Authors: Evangelos Chatzipantazis, Stefanos Pertigkiozoglou, Edgar Dobriban, Kostas Daniilidis
Affiliations: University of Pennsylvania
Conference: iclr 2023 (main track)
Keywords: shape reconstruction;equivariance;neural fields;attention;3D vision;point clouds
Decision: Poster
Title: Simplicial Embeddings in Self-Supervised Learning and Downstream Classification
Authors: Samuel Lavoie, Christos Tsirigotis, Max Schwarzer, Ankit Vani, Mikhail Noukhovitch, Kenji Kawaguchi, Aaron Courville
Affiliations: Mila, Université de Montréal; Mila, Université de Montréal, CIFAR Fellow; National University of Singapore
Conference: iclr 2023 (main track)
Keywords: Self-Supervised learning;Representation learning;Pre-training
Decision: Top-25%
Title: Interpretability with full complexity by constraining feature information
Authors: Kieran Murphy, Danielle Bassett
Affiliations: Dept. of Electrical & Systems Engineering, School of Engineering & Applied Science, U. of Pennsylvania, Philadelphia, PA 19104, USA; Dept. of Neurology, Perelman School of Medicine, U. of Pennsylvania, Philadelphia, PA 19104, USA; Dept. of Psychiatry, Perelman School of Medicine, U. of Pennsylvania, Philadelphia, PA 19104, USA; Dept. of Physics & Astronomy, College of Arts & Sciences, U. of Pennsylvania, Philadelphia, PA 19104, USA; The Santa Fe Institute, Santa Fe, NM 87501, USA; Dept. of Bioengineering, School of Engineering & Applied Science, U. of Pennsylvania, Philadelphia, PA 19104, USA
Conference: iclr 2023 (main track)
Decision: Poster
Title: Human alignment of neural network representations
Authors: Lukas Muttenthaler, Jonas Dippel, Lorenz Johannes Linhardt, Robert A Vandermeulen, Simon Kornblith
Affiliations: Google Research, Brain Team; Machine Learning Group, Technische Universit¨at Berlin & BIFOLD, Berlin, Germany
Conference: iclr 2023 (main track)
Keywords: Human Alignment;Robustness;Neural Network Representations;Human Concepts;Object Similarity;Computer Vision
Decision: Poster
Title: Sparse Mixture-of-Experts are Domain Generalizable Learners
Authors: Bo Li, Yifei Shen, Jingkang Yang, Yezhen Wang, Jiawei Ren, Tong Che, Jun Zhang, Ziwei Liu
Affiliations: Mila-Quebec AI Institute; The Hong Kong University of Science and Technology; S-Lab, Nanyang Technological University; Nvidia Research
Conference: iclr 2023 (main track)
Keywords: domain generalization;mixture-of-experts;algorithmic alignment;visual attributes
Decision: Top-5%
Title: GAIN: On the Generalization of Instructional Action Understanding
Authors: Junlong Li, Guangyi Chen, Yansong Tang, Jinan Bao, Kun Zhang, Jie Zhou, Jiwen Lu
Affiliations: MBZUAI, Carnegie Mellon University; University of Alberta; Tsinghua University
Conference: iclr 2023 (main track)
Keywords: Action Analysis;Instructional Video;OOD Generalization
Decision: Poster
Title: Molecule Generation For Target Protein Binding with Structural Motifs
Authors: ZAIXI ZHANG, Yaosen Min, Shuxin Zheng, Qi Liu
Affiliations: Anhui Province Key Lab of Big Data Analysis and Application, School of Computer Science and Technology, University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence, Hefei, Anhui, China; Microsoft Research; Anhui Province Key Lab of Big Data Analysis and Application, School of Computer Science and Technology, University of Science and Technology of China; Institute of Interdisciplinary Information Sciences, Tsinghua University
Conference: iclr 2023 (main track)
Keywords: Structure-based Drug Design
Decision: Poster
Title: A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning
Authors: Da-Wei Zhou, Qi-Wei Wang, Han-Jia Ye, De-Chuan Zhan
Affiliations: State Key Laboratory for Novel Software Technology, Nanjing University
Conference: iclr 2023 (main track)
Keywords: class-incremental learning
Decision: Top-25%
Title: Provable Sim-to-real Transfer in Continuous Domain with Partial Observations
Authors: Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang
Affiliations: Center for Data Science, Peking University; Department of Electrical and Computer Engineering, Princeton University; School of Computer Science, Peking University; National Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University; Center for Data Science, Peking University; Beijing Institute of Big Data Research
Conference: iclr 2023 (main track)
Keywords: sim-to-real;RL theory;partial observations
Decision: Poster
Title: Distilling Cognitive Backdoor Patterns within an Image
Authors: Hanxun Huang, Xingjun Ma, Sarah Erfani, James Bailey
Affiliations: School of Computer Science, Fudan University, Shanghai, China; School of Computing and Information Systems, The University of Melbourne, VIC, Australia
Conference: iclr 2023 (main track)
Keywords: Backdoor sample detection;Backdoor defence
Decision: Poster
Title: Extreme Q-Learning: MaxEnt RL without Entropy
Authors: Divyansh Garg, Joey Hejna, Matthieu Geist, Stefano Ermon
Affiliations: Stanford University; Google Brain
Conference: iclr 2023 (main track)
Keywords: reinforcement learning;offline reinforcement learning;statistical learning;extreme value analysis;maximum entropy rl;gumbel
Decision: Top-5%
Title: ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond
Authors: Xiaojun Guo, Yifei Wang, Tianqi Du, Yisen Wang
Affiliations: National Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University; Institute for Artificial Intelligence, Peking University; School of Mathematical Sciences, Peking University; National Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University
Conference: iclr 2023 (main track)
Decision: Poster
Title: Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness
Authors: Joel Dapello, Kohitij Kar, Martin Schrimpf, Robert Geary, Michael Ferguson, David Cox, James DiCarlo
Affiliations: Department of Brain and Cognitive Sciences, MIT, Cambridge, MA02139; McGovern Institute for Brain Research, MIT, Cambridge, MA02139; Department of Biology, Centre for Vision Research at York University, Toronto, CA; MIT-IBM Watson AI Lab; Department of Brain and Cognitive Sciences, MIT, Cambridge, MA02139; McGovern Institute for Brain Research, MIT, Cambridge, MA02139; Center for Brains, Minds and Machines, MIT, Cambridge, MA02139; Department of Brain and Cognitive Sciences, MIT, Cambridge, MA02139; McGovern Institute for Brain Research, MIT, Cambridge, MA02139; Department of Brain and Cognitive Sciences, MIT, Cambridge, MA02139; McGovern Institute for Brain Research, MIT, Cambridge, MA02139; School of Engineering and Applied Sciences, Harvard University, Cambridge, MA02139
Conference: iclr 2023 (main track)
Keywords: Computer Vision;Primate Vision;Adversarial Robustness;Behavioral Alignment;Inferior Temporal Cortex
Decision: Top-5%
Title: Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
Authors: Qiaochu Jiang, Sean Welleck, Jin Zhou, Timothée Lacroix, Jiacheng Liu, Wenda Li, Mateja Jamnik, Guillaume Lample, Yuhuai Wu
Affiliations: Meta AI, University of Cambridge; University of Washington; University of Washington, Allen Institute for AI; Google Research, Cornell University; Google Research, Stanford University; Meta AI; University of Cambridge
Conference: iclr 2023 (main track)
Decision: Top-5%
Title: Analogy-Forming Transformers for Few-Shot 3D Parsing
Authors: Nikolaos Gkanatsios, Mayank Singh, Zhaoyuan Fang, Shubham Tulsiani, Katerina Fragkiadaki
Affiliations: School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA
Conference: iclr 2023 (main track)
Decision: Poster
Title: CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement
Authors: Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang
Affiliations: Tsinghua Shenzhen International Graduate School, Tsinghua University; Microsoft Research
Conference: iclr 2023 (main track)
Keywords: self-boost refinement;complex answers;autoregressive generation
Decision: Poster
Title: Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors
Authors: Zeyu Tang, Yatong Chen, Yang Liu, Kun Zhang
Affiliations: Machine Learning Department, Mohamed bin Zayed University of Artificial Intelligence; Computer Science and Engineering Department, University of California, Santa Cruz; Department of Philosophy, Carnegie Mellon University
Conference: iclr 2023 (main track)
Keywords: Algorithmic Fairness;Causality;Dynamic Modeling;Long-term Fairness
Decision: Poster
Title: Boosting Adversarial Transferability using Dynamic Cues
Authors: Muzammal Naseer, Ahmad Mahmood, Salman Khan, Fahad Khan
Affiliations: Mohamed bin Zayed University of AI; Linköping University; Lahore University of Management Sciences
Conference: iclr 2023 (main track)
Keywords: Adversarial attacks;Transferability;Prompt learning;Dynamic video modeling
Decision: Poster
Title: Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay
Authors: Hongming Zhang, Chenjun Xiao, Han Wang, Jun Jin, bo xu, Martin Mueller
Affiliations: Huawei Noah’s Ark Lab; Institute of Automation, Chinese Academy of Sciences; Department of Computing Science, University of Alberta; Department of Computing Science, University of Alberta; Huawei Noah’s Ark Lab
Conference: iclr 2023 (main track)
Decision: Poster
Title: Policy-Based Self-Competition for Planning Problems
Authors: Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Grimm
Affiliations: Technical University of Munich, Campus Straubing for Biotechnology and Sustainability; Weihenstephan-Triesdorf University of Applied Sciences; Technical University of Munich, Campus Straubing for Biotechnology and Sustainability
Conference: iclr 2023 (main track)
Keywords: reinforcement learning;alphazero;self-competition;self-critical;gumbel;mcts
Decision: Poster
Title: Logical Message Passing Networks with One-hop Inference on Atomic Formulas
Authors: Zihao Wang, Yangqiu Song, Ginny Wong, Simon See
Affiliations: NVIDIA AI Technology Center (NV ATIC), NVIDIA, Santa Clara, USA; CSE, HKUST, Hong Kong SAR
Conference: iclr 2023 (main track)
Keywords: knowledge graph;complex query answering;graph neural network;representation learning
Decision: Poster
Title: Relative representations enable zero-shot latent space communication
Authors: Luca Moschella, Valentino Maiorca, Marco Fumero, Antonio Norelli, Francesco Locatello, Emanuele Rodolà
Conference: iclr 2023 (main track)
Keywords: relative representation;zero-shot;stitching;invariance;latent communication;isometry;representation learning
Decision: Top-5%
Title: Become a Proficient Player with Limited Data through Watching Pure Videos
Authors: Weirui Ye, Yunsheng Zhang, Pieter Abbeel, Yang Gao
Affiliations: Tsinghua University1, Shanghai Artificial Intelligence Laboratory2; UC Berkeley4; Tsinghua University1, Shanghai Artificial Intelligence Laboratory2, Shanghai Qi Zhi Institute3; Tsinghua University1, Shanghai Qi Zhi Institute3
Conference: iclr 2023 (main track)
Keywords: Pre-training;Fine-tune;MCTS;Reinforcement learning;Vector Quantization
Decision: Poster
Title: In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations
Authors: Ashish Mittal, Sunita Sarawagi, Preethi Jyothi
Affiliations: IIT Bombay; IBM Research, IIT Bombay
Conference: iclr 2023 (main track)
Keywords: Text-Only Adaptation;End-to-end Speech Recognition
Decision: Poster
Title: Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
Authors: Aran Komatsuzaki, Joan Puigcerver, James Lee-Thorp, Carlos Riquelme, Basil Mustafa, Joshua Ainslie, Yi Tay, Mostafa Dehghani, Neil Houlsby
Affiliations: Georgia Institute of Technology; Google Research
Conference: iclr 2023 (main track)
Keywords: mixture of experts;sparse;vision;language;deep learning;superglue;imagenet
Decision: Poster
Title: SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations
Authors: Matko Bošnjak, Pierre Richemond, Nenad Tomasev, Florian Strub, Jacob C Walker, Felix Hill, Lars Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
Affiliations: DeepMind
Conference: iclr 2023 (main track)
Keywords: contrastive learning;representation learning;semi-supervised learning
Decision: Poster
Title: SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
Authors: Ziyi Wu, Nikita Dvornik, Klaus Greff, Thomas Kipf, Animesh Garg
Affiliations: Samsung AI Centre Toronto, University of Toronto; Google Research; University of Toronto, Vector Institute
Conference: iclr 2023 (main track)
Keywords: Object-centric learning;dynamics modeling;Transformer
Decision: Poster
Title: What Makes Convolutional Models Great on Long Sequence Modeling?
Authors: Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey
Affiliations: University of Illinois Urbana-Champaign; Princeton University; Microsoft Research
Conference: iclr 2023 (main track)
Keywords: Convolutional Neural Network;Deep Learning Architectures;Long-range dependence;Reparameterization
Decision: Poster
Title: The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
Authors: Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank Reddi, Ke Ye, Felix Chern, Felix Yu, Ruiqi Guo, Sanjiv Kumar
Affiliations: Google Research, New York City, USA
Conference: iclr 2023 (main track)
Keywords: Transformers;Sparse;Calibration;Robustness;Label Noise;Efficiency
Decision: Poster
Title: Don’t fear the unlabelled: safe semi-supervised learning via debiasing
Authors: Hugo Schmutz, Olivier HUMBERT, Pierre-Alexandre Mattei
Affiliations: Université Côte d’Azur, TIRO-MATOs, UMR E 4320 CEA, Nice, France; Université Côte d’Azur, Inria, Maasai, LJAD, CNRS, Nice, France
Conference: iclr 2023 (main track)
Keywords: Semi-supervised learning;deep learning;empirical risk minimisation;control variate;variance reduction;asymptotic statistics
Decision: Poster
Title: Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition
Authors: Jianhao Ma, Lingjun Guo, Salar Fattahi
Affiliations: Department of Industrial and Operational Engineering, University of Michigan, Ann Arbor
Conference: iclr 2023 (main track)
Keywords: nonconvex optimization;trajectory analysis;neural network optimization
Decision: Poster
Title: Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses
Authors: Andrew Lowy, Meisam Razaviyayn
Affiliations: Department of Mathematics, University of Southern California, Los Angeles, CA 90089, USA; Department of Industrial & Systems Engineering, University of Southern California, Los Angeles, CA 90089, USA
Conference: iclr 2023 (main track)
Keywords: differential privacy;federated learning;distributed optimization;private optimization;stochastic convex optimization;cross-silo federated learning
Decision: Poster
Title: Transformer-based World Models Are Happy With 100k Interactions
Authors: Jan Robine, Marc Höftmann, Tobias Uelwer, Stefan Harmeling
Affiliations: Department of Computer Science, Technical University of Dortmund, Germany
Conference: iclr 2023 (main track)
Keywords: Model-based Reinforcement Learning;World Models;Transfomers;Atari 100k benchmark
Decision: Poster
Title: Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning
Authors: Huiwon Jang, Hankook Lee, Jinwoo Shin
Affiliations: LG AI Research; Korea Advanced Institute of Science and Technology (KAIST)
Conference: iclr 2023 (main track)
Keywords: unsupervised meta-learning;supervised contrastive learning;self-supervised learning
Decision: Top-25%
Title: Provable Defense Against Geometric Transformations
Authors: Rem Yang, Jacob Laurel, Sasa Misailovic, Gagandeep Singh
Affiliations: University of Illinois Urbana-Champaign; University of Illinois Urbana-Champaign, VMware Research
Conference: iclr 2023 (main track)
Keywords: Certified robustness;geometric transformations
Decision: Top-25%
Title: Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization
Authors: Prince Aboagye, Yan Zheng, Jack Shunn, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff Phillips
Affiliations: University of Utah; Visa Research
Conference: iclr 2023 (main track)
Keywords: bias;fairness;ethics;debiasing;static embeddings;pre-trained contextualized embeddings;natural language processing
Decision: Poster