hunoutl/paperlists huggingface dataset:
Title: Learning Nash Equilibria in Rank-1 Games
Authors: Nikolas Patris, Ioannis Panageas
Affiliations: University of California, Irvine; University of California, Irvine, Archimedes Research Unit
Conference: iclr 2024 (main track)
Keywords: learning in games;rank games;Nash equilibria;Minty;optimistic gradient
Decision: Poster
Title: MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
Authors: Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang
Affiliations: Huawei Noah’s Ark Lab; Shenzhen Campus of Sun Yat-sen University; DarkMatter AI Research; City University of Hong Kong
Conference: iclr 2024 (main track)
Keywords: theorem proving;math word problem;mathematical reasoning;benchmark
Decision: Spotlight
Title: Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
Authors: Youn-Yeol Yu, Jeongwhan Choi, Woojin Cho, Kookjin Lee, Nayong Kim, Kiseok Chang, ChangSeung Woo, ILHO KIM, SeokWoo Lee, Joon Young Yang, SOOYOUNG YOON, Noseong Park
Affiliations: LG Display Co., Ltd.; KAIST; Yonsei University; Arizona State University
Conference: iclr 2024 (main track)
Keywords: graph transformer;physics-based simulation;mesh;collision;flexible dynamics
Decision: Poster
Title: On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models
Authors: Christian Horvat, Jean-Pascal Pfister
Affiliations: Department of Physiology, University of Bern; Department of Physiology, Bern, Switzerland
Conference: iclr 2024 (main track)
Keywords: gauge freedom;conservativitym intrinsic dimensionality estimation;diffusion models;explainable AI;theory
Decision: Poster
Title: Hybrid Internal Model: Learning Agile Legged Locomotion with Simulated Robot Response
Authors: Junfeng Long, ZiRui Wang, Quanyi Li, Liu Cao, Jiawei Gao, Jiangmiao Pang
Affiliations: OpenRobotLab, Tsinghua University; OpenRobotLab, Shanghai AI Laboratory; OpenRobotLab, Shanghai AI Laboratory, Zhejiang University
Conference: iclr 2024 (main track)
Keywords: Reinforcement Learning;Quadrupedal Locomotion;Internal Model
Decision: Poster
Title: Alt-Text with Context: Improving Accessibility for Images on Twitter
Authors: Nikita Srivatsan, Sofia Samaniego, Omar Florez, Taylor Berg-Kirkpatrick
Affiliations: Email: sofia.samaniego.f@gmail.com; University of California San Diego; Carnegie Mellon University; LatinX in AI
Conference: iclr 2024 (main track)
Keywords: alt-text;social media;twitter;clip;computer vision;image captioning;accessibility
Decision: Poster
Title: Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
Authors: Kai Cui, Sascha Hauck, Christian Fabian, Heinz Koeppl
Affiliations: Dept. of Electrical Engineering and Information Technology, Technische Universität Darmstadt
Conference: iclr 2024 (main track)
Keywords: Mean Field Control;Multi-Agent Reinforcement Learning;Partial Observability;Collective Behavior
Decision: Poster
Title: Multi-granularity Correspondence Learning from Long-term Noisy Videos
Authors: Yijie Lin, Jie Zhang, Zhenyu Huang, Jia Liu, zujie wen, Xi Peng
Affiliations: Sichuan University; Dalian University of Technology; Beijing University of Posts and Telecommunications
Conference: iclr 2024 (main track)
Keywords: Video-language pre-training;Noisy correspondence
Decision: Oral
Title: Elucidating the design space of classifier-guided diffusion generation
Authors: Jiajun Ma, Tianyang Hu, Wenjia Wang, Jiacheng Sun
Affiliations: Hong Kong University of Science and Technology (Guangzhou); Hong Kong University of Science and Technology; Huawei Noah’s Ark Lab
Conference: iclr 2024 (main track)
Keywords: conditional diffusion sampling;classifier guidance
Decision: Poster
Title: ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
Authors: Jangho Park, Gihyun Kwon, Jong Ye
Affiliations: Kim Jaechul Graduate School of AI1, Robotics Program2, Department of Bio and Brain Engineering3, KAIST
Conference: iclr 2024 (main track)
Keywords: NeRF;Diffusion model;3D scene editing
Decision: Poster
Title: A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Authors: Izzeddin Gur, Hiroki Furuta, Austin Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust
Affiliations: Google DeepMind; Google DeepMind, The University of Tokyo; The University of Tokyo
Conference: iclr 2024 (main track)
Keywords: Web Navigation;Web Automation;Large Language Models;Language Model Agents;Tool Use;Program Synthesis
Decision: Oral
Title: Neural Field Classifiers via Target Encoding and Classification Loss
Authors: Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, YUNFENG CAI, Mingming Sun
Affiliations: Cognitive Computing Lab, Baidu Research; Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University
Conference: iclr 2024 (main track)
Keywords: Neural Fields;NeRF;3D Vision;Scene Reconstruction
Decision: Poster
Title: Towards Understanding Factual Knowledge of Large Language Models
Authors: Xuming Hu, Junzhe Chen, Xiaochuan Li, Yufei Guo, Lijie Wen, Philip Yu, Zhijiang Guo
Affiliations: University of Cambridge; Tsinghua University, The Hong Kong University of Science and Technology (Guangzhou); University of Illinois at Chicago; Tsinghua University
Conference: iclr 2024 (main track)
Keywords: Large Language Models;Resource and Evaluation;Interpretability;NLP Application
Decision: Spotlight
Title: On Double Descent in Reinforcement Learning with LSTD and Random Features
Authors: David Brellmann, Eloïse Berthier, David Filliat, Goran Frehse
Affiliations: U2IS, ENSTA Paris, Institut Polytechnique de Paris, Palaiseau, FRANCE
Conference: iclr 2024 (main track)
Keywords: Regularized Least-Square Temporal Difference;double descent;over-parameterization;random features
Decision: Poster
Title: NECO: NEural Collapse Based Out-of-distribution detection
Authors: Mouïn Ben Ammar, Nacim Belkhir, Sebastian Popescu, Antoine Manzanera, Gianni Franchi
Affiliations: SafranTech, Chateaufort 78117, FRANCE; U2IS Lab ENSTA Paris, Palaiseau, FRANCE
Conference: iclr 2024 (main track)
Keywords: anomaly detection;OOD
Decision: Poster
Title: De novo Protein Design Using Geometric Vector Field Networks
Authors: weian mao, Zheng Sun, Muzhi Zhu, Shuaike Shen, Lin Yuanbo Wu, Hao Chen, Chunhua Shen
Affiliations: Swansea University, UK; Zhejiang University, China; Zhejiang University, China; Ant Group
Conference: iclr 2024 (main track)
Keywords: Protein design;Protein structure encoder;Inverse folding;Protein diffusion
Decision: Spotlight
Title: Most discriminative stimuli for functional cell type clustering
Authors: Max F. Burg et al.
Affiliations: Institute of Computer Science and Campus Institute Data Science, University of Göttingen, Germany; Tübingen AI Center, University of Tübingen, Germany; International Max Planck Research School for Intelligent Systems, Tübingen, Germany; Cluster of Excellence “Multiscale Bioimaging: from Molecular Machines to Networks of Excitable Cells” (MBExC), University of Göttingen, Germany; University Medical Center Göttingen, Department of Ophthalmology, Germany; Department of Electrical and Computer Engineering, Rice University, Houston, TX, USA; Department of Neuroscience, Baylor College of Medicine, Houston, TX, USA; Hertie Institute for AI in Brain Health, University of Tübingen, Germany; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, USA; Centre for Integrative Neuroscience, University of Tübingen, Germany; Institute of Ophthalmic Research, University of Tübingen, Germany
Conference: iclr 2024 (main track)
Keywords: clustering;discriminative stimuli;interpretable;optimization;expectation-maximization;functional cell types;digital twins;feature visualization;pre-image search;maximally exciting image
Decision: Poster
Title: Zipformer: A faster and better encoder for automatic speech recognition
Authors: Zengwei Yao, Liyong Guo, Xiaoyu Yang, Wei Kang, Fangjun Kuang, Yifan Yang, Zengrui Jin, Long Lin, Daniel Povey
Affiliations: Xiaomi Corp., Beijing, China
Conference: iclr 2024 (main track)
Keywords: Zipformer;ScaledAdam;automatic speech recognition
Decision: Oral
Title: TOSS: High-quality Text-guided Novel View Synthesis from a Single Image
Authors: Yukai Shi, Jianan Wang, He CAO, Boshi Tang, Xianbiao Qi, Tianyu Yang, Yukun Huang, Shilong Liu, Lei Zhang, Heung-Yeung Shum
Affiliations: Hong Kong University of Science and Technology; International Digital Economy Academy (IDEA); Tsinghua University
Conference: iclr 2024 (main track)
Keywords: novel view synthesis;3D object synthesis;diffusion model
Decision: Poster
Title: Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification
Authors: Aditya Chattopadhyay, Kwan Ho Ryan Chan, Rene Vidal
Affiliations: University of Pennsylvania, USA; Johns Hopkins University, USA
Conference: iclr 2024 (main track)
Keywords: Interpretable ML;Explainable AI;Information Pursuit;Large Language Models;Large Multimodal Models;Vision Language Models
Decision: Poster
Title: AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
Authors: Yuanwen Yue, Sabarinath Mahadevan, Jonas Schult, Francis Engelmann, Bastian Leibe, Konrad Schindler, Theodora Kontogianni
Affiliations: Computer Vision Group, RWTH Aachen University; Photogrammetry and Remote Sensing, ETH Zurich; ETH AI Center, ETH Zurich; ETH AI Center, ETH Zurich; Google; ETH AI Center, ETH Zurich
Conference: iclr 2024 (main track)
Keywords: interactive segmentation;3D instance segmentation;point cloud;attention
Decision: Poster
Title: Machine Unlearning for Image-to-Image Generative Models
Authors: Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu
Affiliations: Global Technology Applied Research, JPMorgan Chase, USA; The University of Texas at Austin, USA
Conference: iclr 2024 (main track)
Keywords: Machine Unlearning;Generative Models;Diffusion Models;GAN;Masked Autoencoder
Decision: Poster
Title: Time Fairness in Online Knapsack Problems
Authors: Adam Lechowicz, Rik Sengupta, Bo Sun, Shahin Kamali, Mohammad Hajiesmaili
Affiliations: University of Massachusetts Amherst; York University; University of Waterloo
Conference: iclr 2024 (main track)
Keywords: fairness;online knapsack;learning-augmented algorithm;Pareto-optimality;robustness;consistency
Decision: Poster
Title: Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
Authors: Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao
Affiliations: The Laboratory of Cognition and Decision Intelligence for Complex Systems, IA, CAS; School of Artificial Intelligence, University of Chinese Academy of Sciences; College of Electrical and Information Engineering, Hunan University
Conference: iclr 2024 (main track)
Keywords: Language Models;Compiled Neural Networks;Neural Comprehension;Symbolic Operations;Length Generalization
Decision: Poster
Title: Video Language Planning
Authors: Yilun Du, Sherry Yang, Pete Florence, Fei Xia, Ayzaan Wahid, brian ichter, Pierre Sermanet, Tianhe Yu, Pieter Abbeel, Joshua B Tenenbaum, Leslie Kaelbling, Andy Zeng, Jonathan Tompson
Affiliations: Massachusetts Institute of Technology; Google Deepmind; UC Berkeley
Conference: iclr 2024 (main track)
Keywords: Planning;Hierarchical Planning;Language Models;Video Models;Long-Horizon Planning
Decision: Poster
Title: Domain-Agnostic Molecular Generation with Chemical Feedback
Authors: Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen
Affiliations: College of Computer Science and Technology, Zhejiang University; College of Computer Science and Technology, Zhejiang University; ZJU-Ant Group Joint Research Center for Knowledge Graphs, Zhejiang University; ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University; College of Computer Science and Technology, Zhejiang University; ZJU-Ant Group Joint Research Center for Knowledge Graphs, Zhejiang University
Conference: iclr 2024 (main track)
Keywords: molecule generation;pre-trained language models;SELFIES;natural products;self-feedback
Decision: Poster
Title: Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
Authors: Jonghyun Lee, Dahuin Jung, Saehyung Lee, Junsung Park, Juhyeon Shin, Uiwon Hwang, Sungroh Yoon
Affiliations: Division of Digital Healthcare, Yonsei University; Interdisciplinary Program in Artificial Intelligence, Seoul National University; School of Computer Science and Engineering, Soongsil University; Department of Electrical and Computer Engineering, Seoul National University; AIIS, ASRI, INMC, and ISRC, Seoul National University
Conference: iclr 2024 (main track)
Keywords: Test-time adaptation;Roustness
Decision: Spotlight
Title: Provably Efficient CVaR RL in Low-rank MDPs
Authors: Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason Lee
Affiliations: Independent Researcher; Cornell University; Princeton University; The Chinese University of Hong Kong
Conference: iclr 2024 (main track)
Keywords: reinforment learning theory;risk-sensitive reinforment learning;Conditional Value at Risk
Decision: Poster
Title: Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
Authors: Ayesha Vermani, Il Memming Park, Josue Nassar
Affiliations: Champalimaud Centre for the Unknown, Champalimaud Foundation, Portugal; RyvivyR, USA
Conference: iclr 2024 (main track)
Keywords: neural dynamics;transfer learning;distribution alignment;neuroscience;few-shot learning
Decision: Poster
Title: Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
Authors: Samyak Jain, Robert Kirk, Ekdeep Singh Lubana, Robert Dick, Hidenori Tanaka, Tim Rocktaeschel, Edward Grefenstette, David Krueger
Affiliations: University College London, UK; University of Cambridge, UK; EECS Department, University of Michigan, Ann Arbor, MI, USA; Center for Brain Science, Harvard University, Cambridge, MA, USA
Conference: iclr 2024 (main track)
Keywords: Fine-Tuning;Interpretability;Mechanisms
Decision: Poster
Title: Course Correcting Koopman Representations
Authors: Mahan Fathi, Clement Gehring, Jonathan Pilault, David Kanaa, Pierre-Luc Bacon, Ross Goroshin
Affiliations: Mila, Université de Montréal; Mila, Polytechnique Montréal; Google DeepMind, Mila, Université de Montréal; CIFAR AI Chair, Mila, Université de Montréal; Google DeepMind; Mila
Conference: iclr 2024 (main track)
Keywords: Koopman;Autoencoders;Dynamical Systems;Sequence Modeling;Inference-time Methods;Planning;Unsupervised Learning;Representation Learning;Robotics
Decision: Poster
Title: Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos
Authors: Fengrui Tian, Yueqi Duan, Angtian Wang, Jianfei Guo, Shaoyi Du
Affiliations: Shanghai AI Laboratory; Johns Hopkins University; National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications, and Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University; Tsinghua University
Conference: iclr 2024 (main track)
Keywords: 3D vision;NeRF;semantic understanding
Decision: Poster
Title: Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning
Authors: HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-chul Moon
Affiliations: Department of Industrial and Systems Engineering, KAIST; Department of Industrial and Systems Engineering, KAIST, summary.ai
Conference: iclr 2024 (main track)
Keywords: learning with noisy label;noisy label classification;Transition matrix;Dirichlet distribution;Importance sampling
Decision: Poster
Title: Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty
Authors: Changbin Li, Kangshuo Li, Yuzhe Ou, Lance Kaplan, Audun Jøsang, Jin-Hee Cho, DONG HYUN JEONG, Feng Chen
Affiliations: Virginia Tech; US Army Research Laboratory; University of the District of Columbia; Department of Computer Science, The University of Texas at Dallas; University of Oslo
Conference: iclr 2024 (main track)
Keywords: Evidential Neural Network;hyperdomain;vagueness
Decision: Poster
Title: Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems
Authors: Jacob Prince, Gabriel Fajardo, George Alvarez, Talia Konkle
Affiliations: Harvard University, Department of Psychology; Boston College, Department of Psychology and Neuroscience
Conference: iclr 2024 (main track)
Keywords: Efficient coding;object representation;dropout;robustness;human fMRI;occipitotemporal cortex;cognitive neuroscience;distributed coding
Decision: Poster
Title: LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents
Authors: Jae-Woo Choi, Youngwoo Yoon, Hyobin Ong, Jaehong Kim, Minsu Jang
Affiliations: Electronics and Telecommunications Research Institute; Electronics and Telecommunications Research Institute, University of Science and Technology
Conference: iclr 2024 (main track)
Keywords: task planning;language models;benchmarking;embodied agents;home robots
Decision: Poster
Title: SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models
Authors: Xin Zhang, Dong Zhang, Shimin Li, Yaqian Zhou, Xipeng Qiu
Affiliations: School of Computer Science, Fudan University; Shanghai Key Laboratory of Intelligent Information Processing, Fudan University
Conference: iclr 2024 (main track)
Keywords: speech;audio;multi-modal;large language model
Decision: Poster
Title: MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images
Authors: Xurui Li, Ziming Huang, Feng Xue, Yu Zhou
Affiliations: School of Electronic Information and Communications, Huazhong University of Science and Technology; Department of Information Engineering and Computer Science, University of Trento; Artificial Intelligence Research Institute, Wuhan JingCe Electronic Group Co.,LTD
Conference: iclr 2024 (main track)
Keywords: zero-shot anomaly detection;  Industrial Informatics；
Decision: Poster
Title: Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
Authors: Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan
Affiliations: Louisiana State University; University of Delaware; Queen’s University Belfast, UK; Stony Brook University; South China University of Technology
Conference: iclr 2024 (main track)
Keywords: Federated Learning;Backdoor Attack
Decision: Poster
Title: Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks
Authors: Kesen Zhao, Liang Zhang
Affiliations: City University of Hong Kong, Hong Kong, China; Shenzhen Research Institute of Big Data, Guangdong, China
Conference: iclr 2024 (main track)
Keywords: Dynamic Graph;Graph Explanation;Graph Neural Network;Causal Inference
Decision: Poster
Title: One Forward is Enough for Neural Network Training via Likelihood Ratio Method
Authors: Jinyang Jiang, Zeliang Zhang, Chenliang Xu, Zhaofei Yu, Yijie Peng
Affiliations: Wuhan Institute for Artificial Intelligence, Guanghua School of Management, Peking University; Department of Computer Science, University of Rochester; Institute for Artificial Intelligence, Peking University
Conference: iclr 2024 (main track)
Keywords: stochastic optimization;gradient estimation
Decision: Poster
Title: Generalization in diffusion models arises from geometry-adaptive harmonic representations
Authors: Zahra Kadkhodaie, Florentin Guth, Eero Simoncelli, Stéphane Mallat
Affiliations: Ctr. for Data Science, New York University; Ctr. for Data Science, New York University, Flatiron Institute, Simons Foundation; Collège de France, Flatiron Institute, Simons Foundation; New York University, Flatiron Institute, Simons Foundation
Conference: iclr 2024 (main track)
Keywords: diffusion models;memorization;generalization;inductive bias;curse of dimensionality;denoising;geometry-adaptive harmonic basis
Decision: Oral
Title: OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
Authors: Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu
Affiliations: Laboratory of Brain and Intelligence, Tsinghua University; Department of Computer Science and Technology, Tsinghua University; 501.AI; Institute for AI Industry Research (AIR), Tsinghua University; Shanghai Artificial Intelligence Laboratory
Conference: iclr 2024 (main track)
Keywords: Open-source Language Models;Fine-tuning;Mixed-quality Data
Decision: Poster
Title: On the hardness of learning under symmetries
Authors: Bobak Kiani, Thien Le, Hannah Lawrence, Stefanie Jegelka, Melanie Weber
Affiliations: MIT EECS; Harvard SEAS; MIT EECS, TU Munich
Conference: iclr 2024 (main track)
Keywords: Equivariance;statistical query;lower bound;computational hardness;invariance;symmetry;neural networks
Decision: Spotlight
Title: GAIA: Zero-shot Talking Avatar Generation
Authors: Tianyu He, Junliang Guo, Runyi Yu, Yuchi Wang, jialiang zhu, Kaikai An, Leyi Li, Xu Tan, Chunyu Wang, Han Hu, HsiangTao Wu, sheng zhao, Jiang Bian
Affiliations: Microsoft
Conference: iclr 2024 (main track)
Keywords: Talking Avatar Generation;Video Generation;Disentanglement;Diffusion Models
Decision: Poster
Title: A differentiable brain simulator bridging brain simulation and brain-inspired computing
Authors: Chaoming Wang, Tianqiu Zhang, Sichao He, Hongyaoxing Gu, Shangyang Li, Si Wu
Affiliations: School of Software Engineering, Beijing Jiaotong University; School of Psychological and Cognitive Sciences, IDG/McGovern Institute for Brain Research, Bejing Key Laboratory of Behavior and Mental Health, Peking-Tsinghua Center for Life Sciences, Center of Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University; Institute of Software, Chinese Academy of Sciences
Conference: iclr 2024 (main track)
Keywords: brain simulator;brain simulation;computational neuroscience;brain-inspired computing
Decision: Poster
Title: M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering
Authors: Jiaxin Lu, Zetian Jiang, Tianzhe Wang, Junchi Yan
Affiliations: Department of Computer Science, University of Texas at Austin; Department of Computer Science and Engineering, Shanghai Jiao Tong University
Conference: iclr 2024 (main track)
Keywords: Graph Matching; Joint Optimization; Unsupervised Learning
Decision: Poster
Title: Protein-ligand binding representation learning from fine-grained interactions
Authors: Shikun Feng, Minghao Li, Yinjun JIA, Wei-Ying Ma, Yanyan Lan
Affiliations: Beijing Institute of Genomics, Chinese Academy of Sciences; Beijing Academy of Artificial Intelligence (BAAI); School of Life Sciences, Tsinghua University; Institute for AI Industry Research, Tsinghua University
Conference: iclr 2024 (main track)
Keywords: Protein-ligand binding;representation learning;self-supervised
Decision: Poster
Title: Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Authors: Ruizhe Shi, Yuyao Liu, Yanjie Ze, Simon Du, Huazhe Xu
Affiliations: University of Washington; Shanghai AI Lab; IIIS, Tsinghua University; Shanghai Qi Zhi Institute
Conference: iclr 2024 (main track)
Keywords: Offline Reinforcement Learning;Decision Transformer;Motion Control
Decision: Poster
Title: Adaptive Regret for Bandits Made Possible: Two Queries Suffice
Authors: Zhou Lu, Qiuyi Zhang, Xinyi Chen, Fred Zhang, David Woodruff, Elad Hazan
Affiliations: Google Research, Carnegie Mellon University; Princeton University; Google Deepmind; Google Deepmind, Princeton University; UC Berkeley
Conference: iclr 2024 (main track)
Keywords: adaptive regret;multi arm bandit
Decision: Poster
Title: Enhancing Instance-Level Image Classification with Set-Level Labels
Authors: Renyu Zhang, Aly Khan, Yuxin Chen, Robert Grossman
Affiliations: Department of Computer Science, University of Chicago; Department of Pathology and Family Medicine, University of Chicago; Department of Computer Science and Medicine, University of Chicago
Conference: iclr 2024 (main track)
Keywords: set-level labels;fast excess risk rate;representation learning;few-shot learning
Decision: Poster