hunoutl/paperlists huggingface dataset:
Title: PubDef: Defending Against Transfer Attacks From Public Models
Authors: Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David Wagner
Affiliations: King Abdulaziz City for Science and Technology; UC Berkeley
Conference: iclr 2024 (main track)
Keywords: adversarial robustness;adversarial examples;transfer attack;security
Decision: Poster
Title: Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features
Authors: Xiong Xu, Kunzhe Huang, Yiming Li, Zhan Qin, Kui Ren
Affiliations: Alibaba Cloud; The State Key Laboratory of Blockchain and Data Security, Zhejiang University; ZJU-Hangzhou Global Scientific and Technological Innovation Center; The State Key Laboratory of Blockchain and Data Security, Zhejiang University
Conference: iclr 2024 (main track)
Keywords: backdoor trigger inversion;backdoor defense;backdoor learning;Trustworthy ML;AI Security
Decision: Spotlight
Title: Safe RLHF: Safe Reinforcement Learning from Human Feedback
Authors: Juntao Dai, Xuehai Pan, Ruiyang Sun, Jiaming Ji, Xinbo Xu, Mickel Liu, Yizhou Wang, Yaodong Yang
Affiliations: Center for AI Safety and Governance, Institute for AI, Peking University; School of Computer Science, Peking University
Conference: iclr 2024 (main track)
Keywords: Safe Reinforcement Learning;Reinforcement Learning from Human Feedback;Large Language Model;AI Safety
Decision: Spotlight
Title: FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
Authors: Xiaotian Han, Jianfeng Chi, Yu Chen, Qifan Wang, Han Zhao, Na Zou, Xia Hu
Affiliations: Anytime AI; University of Houston; Rice University; Meta AI; Texas A&M University; UIUC
Conference: iclr 2024 (main track)
Keywords: Fairness Benchmark;Bias Mitigation;Algorithmic Fairness
Decision: Poster
Title: ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
Authors: Stéphane d'Ascoli, Sören Becker, Philippe Schwaller, Alexander Mathis, Niki Kilbertus
Affiliations: EPFL; Helmholtz Munich, Munich Center for Machine Learning, TU Munich
Conference: iclr 2024 (main track)
Keywords: symbolic regression;dynamical systems;differential equations;transformer
Decision: Spotlight
Title: Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
Authors: Ruiquan Huang, Yuan Cheng, Jing Yang, Vincent Tan, Yingbin Liang
Affiliations: Penn State University, State College, PA 16801, USA; National University of Singapore, 119077, Singapore; Ohio State University, Columbus, OH 43210, USA
Conference: iclr 2024 (main track)
Keywords: Reinforcement learning;multi-task learning;bracketing number;predictive state representation;POMDP
Decision: Poster
Title: 3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
Authors: Chen Zhao, Tong Zhang, Mathieu Salzmann
Affiliations: EPFL-CVLab, ClearSpace SA; EPFL-CVLab; EPFL-IVRL
Conference: iclr 2024 (main track)
Keywords: Object pose estimation; Unseen objects; 3D computer vision
Decision: Poster
Title: CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
Authors: Jiachen Sun, Haizhong Zheng, Qingzhao Zhang, Atul Prakash, Zhuoqing Mao, Chaowei Xiao
Affiliations: University of Michigan; University of Wisconsin, Madison and NVIDIA
Conference: iclr 2024 (main track)
Keywords: Contrastive Learning;BEV Perception
Decision: Poster
Title: CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
Authors: Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, pring wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Yaodong Yang, Song-Chun Zhu
Affiliations: Peking University and National Key Laboratory of General Artificial Intelligence, BIGAI; National Key Laboratory of General Artificial Intelligence, BIGAI and BUPT; National Key Laboratory of General Artificial Intelligence, BIGAI; National Key Laboratory of General Artificial Intelligence, BIGAI and Peking University
Conference: iclr 2024 (main track)
Keywords: Interactive Environments;Benchmark;Reinforcement Learning;Language Agent;Multi-agent
Decision: Spotlight
Title: CrossLoco: Human Motion Driven Control of Legged Robots via Guided Unsupervised Reinforcement Learning
Authors: Tianyu Li, Hyunyoung Jung, Matthew Gombolay, Yong Cho, Sehoon Ha
Affiliations: Georgia Institute of Technology
Conference: iclr 2024 (main track)
Keywords: Human Motion Driven Control;Legged Locomotion;Unsupervised Reinforcement Learning
Decision: Poster
Title: To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets
Authors: Darshil Doshi, Aritra Das, Tianyu He, Andrey Gromov
Affiliations: Meta AI; Condensed Matter Theory Center, University of Maryland, College Park; Department of Physics, University of Maryland, College Park
Conference: iclr 2024 (main track)
Keywords: Interpretability;Grokking;Label noise;Generalization;Memorization;Representations;Modular Arithmetic
Decision: Poster
Title: A Precise Characterization of SGD Stability Using Loss Surface Geometry
Authors: Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
Affiliations: Purdue University; LinkedIn Corporation
Conference: iclr 2024 (main track)
Keywords: SGD;linear dynamics;sharpness;implicit regularization
Decision: Poster
Title: Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
Authors: Yair Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
Affiliations: Microsoft Research India; Columbia University Data Science Institute; Faculty of Data and Decision Sciences, Technion, IIT
Conference: iclr 2024 (main track)
Keywords: NLP;LLMs;Interpretability;Explanation;Causal Inference;Matching
Decision: Poster
Title: Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation
Authors: Prakhar Kaushik, Aayush Mishra, Adam Kortylewski, Alan Yuille
Affiliations: University of Freiburg and Max-Planck-Institute for Informatics; Johns Hopkins University
Conference: iclr 2024 (main track)
Keywords: 3D Pose Estimation;Unsupervised Learning;Neural Rendering;Analysis-by-Synthesis
Decision: Poster
Title: Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation
Authors: Shahar Lutati, Eliya Nachmani, Lior Wolf
Affiliations: School of Electrical Engineering, Tel Aviv University; Department of Computer Science, Tel Aviv University
Conference: iclr 2024 (main track)
Keywords: Source Separation;Deep Learning;Diffusion Models;Upper Bound;Information Bound
Decision: Poster
Title: Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
Authors: Junyoung Seo, Wooseok Jang, Min-Seop Kwak, Inès Hyeonsu Kim, Jaehoon Ko, Junho Kim, Jin-Hwa Kim, Jiyoung Lee, Seungryong Kim
Affiliations: NAVER AI Lab; AI Institute of Seoul National University; Korea University
Conference: iclr 2024 (main track)
Keywords: Diffusion models;NeRF;3D synthesis
Decision: Poster
Title: Deep Confident Steps to New Pockets: Strategies for Docking Generalization
Authors: Gabriele Corso, Arthur Deng, Nicholas Polizzi, Regina Barzilay, Tommi Jaakkola
Affiliations: CSAIL, Massachusetts Institute of Technology; Dana-Farber Cancer Institute and Harvard Medical School; University of California, Berkeley
Conference: iclr 2024 (main track)
Keywords: generalization;molecular docking;protein-ligand binding;diffusion models;benchmark;bootstrapping;self-training
Decision: Poster
Title: EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models
Authors: YEFEI HE, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
Affiliations: Zhejiang University, China; ZIP Lab, Monash University, Australia
Conference: iclr 2024 (main track)
Keywords: Diffusion Models;Model Quantization;Model Compression;Efficient Models
Decision: Spotlight
Title: VDT: General-purpose Video Diffusion Transformers via Mask Modeling
Authors: Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding
Affiliations: University of California, Berkeley, United States; Baichuan Inc.; The University of Hong Kong, Pokfulam, Hong Kong; Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China
Conference: iclr 2024 (main track)
Keywords: diffusion model;video generation
Decision: Poster
Title: WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Authors: Ziyang Luo, Can Xu, Pu Zhao, Qingfeng Sun, Xiubo Geng, Wenxiang Hu, Chongyang Tao, Jing Ma, Qingwei Lin, Daxin Jiang
Affiliations: Hong Kong Baptist University; Microsoft
Conference: iclr 2024 (main track)
Keywords: Large Language Models;Code;Instruction Fine-tuning
Decision: Poster
Title: Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
Authors: Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
Affiliations: Monash University; Alibaba Group; IBM Research; The Hong Kong University of Science and Technology (Guangzhou); Griffith University; Ant Group
Conference: iclr 2024 (main track)
Keywords: time series forecasting;large language models;model reprogramming
Decision: Poster
Title: Query-Policy Misalignment in Preference-Based Reinforcement Learning
Authors: Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
Affiliations: Shanghai Artificial Intelligence Laboratory, Shanghai, China; Tsinghua University, Beijing, China
Conference: iclr 2024 (main track)
Keywords: preference-based reinforcement learning;human feedback efficiency;query-policy misalignment
Decision: Spotlight
Title: Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
Authors: Hong Wang, Zhongkai Hao, Jie Wang, Zijie Geng, Zhen Wang, Bin Li, Feng Wu
Affiliations: CAS Key Laboratory of Technology in GIPAS, University of Science and Technology of China and MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China; Tsinghua University
Conference: iclr 2024 (main track)
Keywords: AI4PDE; Neural Operator; Data Generation; Krylov Subspace
Decision: Spotlight
Title: Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D
Authors: Haojie Huang, Owen Howell, Dian Wang, Xupeng Zhu, Robert Platt, Robin Walters
Affiliations: Northeastern University, Boston, MA 02115, USA
Conference: iclr 2024 (main track)
Keywords: Robot Learning;Geometric Deep Learning;Robotic Manipulation;Equivariant deep learning
Decision: Poster
Title: DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
Authors: Jiaxiang Tang, Jiawei Ren, Hang Zhou, Ziwei Liu, Gang Zeng
Affiliations: National Key Laboratory of General AI, School of IST, Peking University; Baidu Inc.; S-Lab, Nanyang Technological University
Conference: iclr 2024 (main track)
Keywords: Text-to-3D;Image-to-3D;3D Generation;Efficiency
Decision: Oral
Title: Exploring the Promise and Limits of Real-Time Recurrent Learning
Authors: Kazuki Irie, Anand Gopalakrishnan, Jürgen Schmidhuber
Affiliations: The Swiss AI Lab, IDSIA, USI & SUPSI, Lugano, Switzerland and AI Initiative, KAUST, Thuwal, Saudi Arabia; The Swiss AI Lab, IDSIA, USI & SUPSI, Lugano, Switzerland; Center for Brain Science, Harvard University, Cambridge, MA, USA
Conference: iclr 2024 (main track)
Keywords: recurrent neural networks;real-time recurrent learning;online recurrent learning;reinforcement learning;actor-critic;policy gradients
Decision: Poster
Title: FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
Authors: Zikai Xiao, Zihan Chen, Liyinglan Liu, YANG FENG, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Yang, Zuozhu Liu
Affiliations: Singapore University of Technology and Design; IHPC, Agency for Science, Technology and Research, Singapore; Angelalign Technology Inc; University of Electronic Science and Technology of China; Zhejiang University
Conference: iclr 2024 (main track)
Keywords: Personalized federated learning;Data heterogeneity;Long-tailed Learning
Decision: Poster
Title: Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization
Authors: Jin Zhou, Charles Staats, Wenda Li, Christian Szegedy, Kilian Weinberger, Yuhuai Wu
Affiliations: xAI; Cornell University; University of Edinburgh; Google Research
Conference: iclr 2024 (main track)
Keywords: mathematical reasoning;autoformalization;automated theorem proving;quantitative reasoning
Decision: Poster
Title: GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking
Authors: Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj K Singh, Sourav Medya, Sayan Ranu
Affiliations: Rice University; University of Illinois, Chicago; Indian Institute of Technology, Delhi; University of California, Santa Barbara
Conference: iclr 2024 (main track)
Keywords: graph neural network explanations;factual explanations;counterfactual explanations
Decision: Poster
Title: SWE-bench: Can Language Models Resolve Real-world Github Issues?
Authors: Carlos E Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik Narasimhan
Affiliations: Princeton University, Princeton Language and Intelligence; University of Chicago
Conference: iclr 2024 (main track)
Keywords: Language models;Natural language processing;Software engineering
Decision: Oral
Title: ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
Authors: William Yang, Byron Zhang, Olga Russakovsky
Affiliations: Department of Computer Science, Princeton University, Princeton, NJ, USA
Conference: iclr 2024 (main track)
Keywords: Out-of-distribution Detection;Failure Detection;Object Discovery;Novelty Detection;Robustness
Decision: Poster
Title: An LLM can Fool Itself: A Prompt-Based Adversarial Attack
Authors: Xilie Xu, Keyi Kong, Ning Liu, Lizhen Cui, Di Wang, Jingfeng Zhang, Mohan Kankanhalli
Affiliations: Shandong University; National University of Singapore; King Abdullah University of Science and Technology; The University of Auckland
Conference: iclr 2024 (main track)
Keywords: large language model;adversarial attack;adversarial robustness
Decision: Poster
Title: HYPO: Hyperspherical Out-Of-Distribution Generalization
Authors: Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan Li
Affiliations: Department of Computer Sciences, University of Wisconsin-Madison; Amazon
Conference: iclr 2024 (main track)
Keywords: OOD Generalization;Domain Generalization;Hypersphere
Decision: Poster
Title: Generative Sliced MMD Flows with Riesz Kernels
Authors: Johannes Hertrich, Christian Wald, Fabian Altekrüger, Paul Hagemann
Affiliations: Humboldt-Universität zu Berlin; Technische Universität Berlin; University College London
Conference: iclr 2024 (main track)
Keywords: sliced maximum mean discrepancy;energy distance;gradient flows;Riesz kernels;generative modelling
Decision: Poster
Title: WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space
Authors: Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
Affiliations: NVIDIA; University of Tübingen
Conference: iclr 2024 (main track)
Keywords: 3D-aware image synthesis;diffusion model;latent diffusion;3D-aware generative model
Decision: Poster
Title: Deep Temporal Graph Clustering
Authors: Meng Liu, Yue Liu, KE LIANG, Wenxuan Tu, Siwei Wang, sihang zhou, Xinwang Liu
Affiliations: Intelligent Game and Decision Lab, Beijing, China; National University of Defense Technology, Changsha, China
Conference: iclr 2024 (main track)
Keywords: Clustering;Graph Learning;Temporal Graph
Decision: Poster
Title: T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
Authors: Pratyush Maini, Sachin Goyal, Zachary Lipton, J Kolter, Aditi Raghunathan
Affiliations: Carnegie Mellon University; Carnegie Mellon University, Bosch Center for AI
Conference: iclr 2024 (main track)
Keywords: Data Cleaning;CLIP;Image-caption;Hard examples;representation learning;Web Scale;LAION
Decision: Poster
Title: Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation
Authors: Kai Huang, Hanyun Yin, Heng Huang, Wei Gao
Affiliations: University of Maryland, College Park; University of Science and Technology of China; University of Pittsburgh
Conference: iclr 2024 (main track)
Keywords: Green AI;Large Language Models;Fine-Tuning;Adaptive Backpropagation
Decision: Poster
Title: RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
Authors: Jiajun He, Gergely Flamich, Zongyu Guo, José Miguel Hernández Lobato
Affiliations: University of Science and Technology of China; University of Cambridge
Conference: iclr 2024 (main track)
Keywords: implicit neural representations;neural data compression;relative entropy coding;combiner
Decision: Poster
Title: Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
Authors: Noel Loo, Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus
Affiliations: MIT CSAIL, Cambridge, Massachussetts, USA
Conference: iclr 2024 (main track)
Keywords: Dataset Distillation;Reconstruction Attacks;Neural Tangent Kernel
Decision: Poster
Title: MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Authors: Sirui Hong, Mingchen Zhuge, Jonathan Chen, Xiawu Zheng, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, zili wang, Steven Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, Lingfeng Xiao, Chenglin Wu, Jürgen Schmidhuber
Affiliations: ; AI Initiative, King Abdullah University of Science and Technology; The Chinese University of Hong Kong, Shenzhen; DeepWisdom; University of California, Berkeley; Xiamen University; The Swiss AI Lab IDSIA/USI/SUPSI; Nanjing University; University of Pennsylvania
Conference: iclr 2024 (main track)
Keywords: Autonomous Agent;Meta Programming;Multi-Agent Society;Group Intelligence
Decision: Oral
Title: Tree Cross Attention
Authors: Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Affiliations: Borealis AI; Mila – Universit ´e de Montr ´eal; Mila – Universit ´e de Montr ´eal & Borealis AI
Conference: iclr 2024 (main track)
Keywords: Attention;Retrieval;Tree
Decision: Poster
Title: A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
Authors: Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang
Affiliations: Department of EE, Tsinghua University & Infinigence-AI; Department of EE, Tsinghua University
Conference: iclr 2024 (main track)
Keywords: Diffusion Probabilistic Model;Diffusion Sampler;Solver Schedule
Decision: Poster
Title: A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality
Authors: Huan He, Yijie Hao, Yuanzhe Xi, Yong Chen, Bradley Malin, Joyce Ho
Affiliations: Department of Biostatistics, University of Pennsylvania; Department of Biostatistics, Emory University; Department of Computer Science, Emory University; Department of Mathematics, Emory University; Department of Biomedical Informatics, Vanderbilt University
Conference: iclr 2024 (main track)
Keywords: Generative Model;Synthetic EHR
Decision: Poster
Title: Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
Authors: Antonis Antoniades, Yiyi Yu, Joe Canzano, William Wang, Spencer Smith
Affiliations: University of California, Santa Barbara
Conference: iclr 2024 (main track)
Keywords: GPT;Pretraining;Transformers;Multimodal;Multitask;Neuron;Neuroscience;Neuronal;Spikes;Brain;Cortex;Human;Mice;Biology
Decision: Poster
Title: On the Role of Discrete Tokenization in Visual Representation Learning
Authors: Tianqi Du, Yifei Wang, Yisen Wang
Affiliations: School of Mathematical Sciences, Peking University; National Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University; Institute for Artificial Intelligence, Peking University
Conference: iclr 2024 (main track)
Keywords: Self-supervised learning;Masked image modeling;Discrete visual token
Decision: Spotlight
Title: AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
Authors: Prithvijit Chattopadhyay, Bharat Goyal, Boglarka Ecsedi, Viraj Prabhu, Judy Hoffman
Affiliations: Georgia Tech
Conference: iclr 2024 (main track)
Keywords: Unsupervised Domain Adaptation;Sim2Real
Decision: Poster
Title: Lipschitz Singularities in Diffusion Models
Authors: Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng
Conference: iclr 2024 (main track)
Keywords: Image Generation;Generative models;Diffusion models
Decision: Oral
Title: TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
Authors: Tianyu Huang, Yihan Zeng, Bowen Dong, Hang Xu, Songcen Xu, Rynson W Lau, Wangmeng Zuo
Affiliations: Huawei Noah’s Ark Lab; Harbin Institute of Technology; City University of Hong Kong
Conference: iclr 2024 (main track)
Keywords: 3D Open Vocabulary;Conditional Generation
Decision: Poster
Title: Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning
Authors: Congpei Qiu, Tong Zhang, Yanhao Wu, Wei Ke, Mathieu Salzmann, Sabine Susstrunk
Affiliations: School of Computer and Communication Sciences, EPFL, Switzerland; School of Software Engineering, Xi’an Jiaotong University, China
Conference: iclr 2024 (main track)
Keywords: Dense Self-supervised Learning;representation learning
Decision: Poster
Title: Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
Authors: Orren Karniol-Tambour, David Zoltowski, E. Mika Diamanti, Lucas Pinto, Carlos Brody, David Tank, Jonathan Pillow
Affiliations: Princeton Neuroscience Institute; Northwestern University
Conference: iclr 2024 (main track)
Keywords: neuroscience;neural dynamics;dynamical systems;decision making
Decision: Poster
Title: An operator preconditioning perspective on training in physics-informed machine learning
Authors: Tim De Ryck, Florent Bonnet, Siddhartha Mishra, Emmanuel de Bézenac
Affiliations: Institute of Intelligent Systems and Robotics, Extrality, Sorbonne Université, France; Seminar for Applied Mathematics, ETH Zürich, Switzerland; Seminar for Applied Mathematics, ETH AI Center, ETH Zürich, Switzerland
Conference: iclr 2024 (main track)
Keywords: physics-informed machine learning;operator preconditioning;deep learning;neural network training
Decision: Poster
Title: Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video
Authors: Xiangming Zhu, Huayu Deng, Haochen Yuan, Yunbo Wang, Xiaokang Yang
Affiliations: MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University
Conference: iclr 2024 (main track)
Keywords: Intuitive physics;inverse graphics;particle-based fluid simulation;neural rendering
Decision: Poster
Title: Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
Authors: Shangbin Feng, Weijia Shi, Yuyang Bai, Vidhisha Balachandran, Tianxing He, Yulia Tsvetkov
Affiliations: University of Washington; Carnegie Mellon University; Xi’an Jiaotong University
Conference: iclr 2024 (main track)
Keywords: large language models;black-box language models;modular and collaborative knowledge
Decision: Oral
Title: Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
Authors: Yeongyeon Na, Minje Park, Yunwon Tae, Sunghoon Joo
Affiliations: VUNO Inc.
Conference: iclr 2024 (main track)
Keywords: Electrocardiogram;ECG;Cardiac signal;Biosignal;Self-supervised learning;Masked auto-encoder;Representation learning
Decision: Poster
Title: Quasi-Monte Carlo for 3D Sliced Wasserstein
Authors: Khai Nguyen, Nicola Bariletto, Nhat Ho
Affiliations: Department of Statistics and Data Sciences, The University of Texas at Austin, Austin, TX 78712, USA
Conference: iclr 2024 (main track)
Keywords: Sliced Wasserstein;Monte Carlo Methods;Point-Cloud;Quasi-Monte Carlo;Optimal Transport
Decision: Spotlight
Title: Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
Authors: Yifu Yuan, Jianye HAO, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, YAN ZHENG
Affiliations: College of Intelligence and Computing, Tianjin University
Conference: iclr 2024 (main track)
Keywords: RLHF;Diverse Human Feedback;Reinforcement Learning
Decision: Poster