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IAMJB
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Workshop/RegML
https://openreview.net/forum?id=LYAfgPsJ41
poster
Navigating Dataset Documentation in ML: A Large-Scale Analysis of Dataset Cards on Hugging Face
[ "Xinyu Yang", "Weixin Liang", "James Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=L97dqPfQdT
poster
Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study
[ "Jean Feng", "Adarsh Subbaswamy", "Alexej Gossmann", "Harvineet Singh", "Berkman Sahiner", "Mi-Ok Kim", "Gene Pennello", "Nicholas Petrick", "Romain Pirracchio", "Fan Xia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=K4m9g6AYcX
poster
Is EMA Robust? Examining the Robustness of Data Auditing and a Novel Non-calibration Extension
[ "Ayush Alag", "Yangsibo Huang", "Kai Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=HiimakFghr
poster
Algorithmically Mediated User Relations: Exploring Data's Relationality in Recommender Systems
[ "Athina Kyriakou", "Oana Inel", "Asia Biega", "Abraham Bernstein" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=GjNRF5VTfn
poster
2210.08674
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs
[ "Daniel Kang", "Tatsunori Hashimoto", "Ion Stoica", "Yi Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=9CYtG7db5A
poster
Outliers Exist: What Happens if You are a Data-Driven Exception?
[ "Sarah Cen", "Manish Raghavan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=8WH2t9F0Ip
poster
Membership Inference Attack on Diffusion Models via Quantile Regression
[ "Steven Wu", "Shuai Tang", "Sergul Aydore", "Michael Kearns", "Aaron Roth" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=8NotCTD9cQ
poster
2402.02629
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
[ "Ziquan Liu", "zhuo zhi", "Ilija Bogunovic", "Carsten Gerner-Beuerle", "Miguel Rodrigues" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=75GEQc7Dmp
poster
Where did you learn that?: Tracing the Impact of Training Data with Diffusion Model Ensembles
[ "Zheng Dai", "Rui-Jie Yew", "David Gifford" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=66nydPPVz7
poster
Merging (EU)-Regulation and Model Reporting
[ "Danilo Brajovic", "Vincent Philipp Göbels", "Janika Kutz", "Marco Huber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=4s3F2Kf9KL
poster
Missing Value Chain in Generative AI Governance: China as an example
[ "Yulu Pi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=4pO1Axdaeu
poster
2311.11193
Assessing AI Impact Assessments: A Classroom Study
[ "Nari Johnson", "Hoda Heidari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=2eJrIleV80
poster
2308.04430
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
[ "Sewon Min", "Suchin Gururangan", "Eric Wallace", "Weijia Shi", "Hannaneh Hajishirzi", "Noah Smith", "Luke Zettlemoyer" ]
https://huggingface.co/papers/2308.04430
[ "https://github.com/kernelmachine/silo-lm" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=zH9TwRVlGI
poster
2306.11412
Size Matters: Large Graph Generation with HiGGs
[ "Alex Owen Davies", "Nirav Ajmeri", "Telmo M Silva Filho" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=yYIL3uhQ8i
poster
Generating Medical Instructions with Conditional Transformer
[ "Samuel Belkadi", "Nicolo Micheletti", "Lifeng Han", "Warren Del-Pinto", "Goran Nenadic" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=yJ1dQFVAgU
poster
𝕊ci𝔽ix: Outperforming GPT3 on Scientific Factual Error Correction
[ "Dhananjay Ashok", "Atharva Kulkarni", "Hai Pham", "Barnabas Poczos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=xeCXTPPwnX
poster
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI
[ "Elena Sizikova", "Niloufar Saharkhiz", "Diksha Sharma", "Miguel Lago", "Berkman Sahiner", "Jana Gut Delfino", "Aldo Badano" ]
[ "https://github.com/didsr/msynth-release" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=wK2y7ZhPvU
poster
Knowledge-Infused Prompting Improves Clinical Text Generation with Large Language Models
[ "Ran Xu", "Hejie Cui", "Yue Yu", "Xuan Kan", "Wenqi Shi", "Yuchen Zhuang", "Wei Jin", "Joyce Ho", "Carl Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=uc9sYHRX6O
poster
Improving Code Style for Accurate Code Generation
[ "Naman Jain", "Tianjun Zhang", "Wei-Lin Chiang", "Joseph E. Gonzalez", "Koushik Sen", "Ion Stoica" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=qY2fTMsQug
poster
2404.09163
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning
[ "Amani Namboori", "Shivam Sadashiv Mangale", "Andy Rosenbaum", "Saleh Soltan" ]
https://huggingface.co/papers/2404.09163
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=khDkUPsDwj
poster
2310.14441
EDGE++: Improved Training and Sampling of EDGE
[ "Xiaohui Chen", "Mingyang Wu", "Liping Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=kc66PwD7St
poster
2305.12569
Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes
[ "Zheng Dong", "Zekai Fan", "Shixiang Zhu" ]
https://huggingface.co/papers/2305.12569
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=iBrPSYHQ7V
poster
Synthetic Data Generation for Scarce Road Scene Detection Scenarios
[ "Dipika Khullar", "Yash Shah", "Ninad Kulkarni", "Negin Sokhandan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=eDTdaE1yTG
poster
2311.12345
Stable Diffusion For Aerial Object Detection
[ "Yanan Jian", "Fuxun Yu", "Simranjit Singh", "Dimitrios Stamoulis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=bu6Fo3k2IS
poster
2309.01784
INTAGS: Interactive Agent-Guided Simulation
[ "Song Wei", "Andrea Coletta", "Svitlana Vyetrenko", "Tucker Balch" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=bpO14yuQQg
poster
CALICO: Conversational Agent Localization via Synthetic Data Generation
[ "Andy Rosenbaum", "Pegah Kharazmi", "Ershad Banijamali", "Lu Zeng", "Christopher DiPersio", "Pan Wei", "Gokmen Oz", "Clement Chung", "Karolina Owczarzak", "Fabian Triefenbach", "Wael Hamza" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=YU228ZUCOU
oral
2311.10149
Improving fairness for spoken language understanding in atypical speech with Text-to-Speech
[ "Helin Wang", "Venkatesh Ravichandran", "Milind Rao", "Becky Lammers", "Myra Sydnor", "Nicholas Maragakis", "Ankur A. Butala", "Jayne Zhang", "Lora Clawson", "Victoria Chovaz", "Laureano Moro-Velazquez" ]
[ "https://github.com/wanghelin1997/aty-tts" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=Xr13v66xxT
poster
Generating Privacy-Preserving Longitudinal Synthetic Data
[ "Robin van Hoorn", "Tom Bakkes", "Zoi Tokoutsi", "Ymke de Jong", "R. Arthur Bouwman", "Mykola Pechenizkiy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=XhxOCXlXSh
poster
2310.15479
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing
[ "Namjoon Suh", "Xiaofeng Lin", "Din-Yin Hsieh", "Mehrdad Honarkhah", "Guang Cheng" ]
[ "https://github.com/ucla-trustworthy-ai-lab/autodiffusion" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=UQ42dE8gKr
poster
Towards Effective Synthetic Data Sampling for Domain Adaptive Pose Estimation
[ "Isha Dua", "Arjun Sharma", "Shuaib Ahmed", "Rahul Tallamraju" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=Too7FleWsa
oral
2311.05436
Fair Wasserstein Coresets
[ "Zikai Xiong", "Niccolo Dalmasso", "Vamsi K. Potluru", "Tucker Balch", "Manuela Veloso" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=TTCIZunOVM
oral
2302.07944
Effective Data Augmentation With Diffusion Models
[ "Brandon Trabucco", "Kyle Doherty", "Max Gurinas", "Ruslan Salakhutdinov" ]
https://huggingface.co/papers/2302.07944
[ "https://github.com/brandontrabucco/da-fusion" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=Rk5WoEETTU
poster
2312.10431
Continuous Diffusion for Mixed-Type Tabular Data
[ "Markus Mueller", "Kathrin Gruber", "Dennis Fok" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=RVFuoTm8sx
poster
2305.15407
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets
[ "Brandon Abreu Smith", "Miguel Farinha", "Siobhan Mackenzie Hall", "Hannah Rose Kirk", "Aleksandar Shtedritski", "Max Bain" ]
[ "https://github.com/oxai/debias-gensynth" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=LS3aKnm7fw
poster
2311.06224
Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization
[ "Elior Benarous", "Sotiris Anagnostidis", "Luca Biggio", "Thomas Hofmann" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=LJhhovnxVJ
oral
2311.08106
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models
[ "Yujin Kim", "Jaehong Yoon", "Seonghyeon Ye", "Sung Ju Hwang", "Se-Young Yun" ]
[ "https://github.com/kimyuji/evolvingqa_benchmark" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=IlJ3motcJw
poster
Learning to Place Objects into Scenes by Hallucinating Scenes around Objects
[ "Lu Yuan", "James Hong", "Vishnu Sarukkai", "Kayvon Fatahalian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=HtHpbAusYI
poster
Evaluating VLMs for Score-Based, Multi-Probe Annotation of 3D Objects
[ "Rishabh Kabra", "Loic Matthey", "Alexander Lerchner", "Niloy Mitra" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=HbU5QuPZj6
poster
2311.03000
Strong statistical parity through fair synthetic data
[ "Ivona Krchova", "Michael Platzer", "Paul Tiwald" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=HVrDgZa5hh
poster
2311.13090
On the Limitation of Diffusion Models for Synthesizing Training Datasets
[ "Shin'ya Yamaguchi", "Takuma Fukuda" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=HAJ6K0Sn5b
poster
STAR: Improving Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
[ "Mingyu Derek Ma", "Xiaoxuan Wang", "Po-Nien Kung", "P. Jeffrey Brantingham", "Nanyun Peng", "Wei Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=GFoS5D9s6I
poster
2310.00158
Feedback-guided Data Synthesis for Imbalanced Classification
[ "Reyhane Askari Hemmat", "Mohammad Pezeshki", "Florian Bordes", "Michal Drozdzal", "Adriana Romero-Soriano" ]
[ "https://github.com/facebookresearch/feedback-guided-data-synthesis" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=EWvT2SWskY
poster
2310.20033
Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization
[ "Prakamya Mishra", "Zonghai Yao", "shuwei chen", "Beining Wang", "Rohan Mittal", "hong yu" ]
[ "https://github.com/seasonyao/learnfromhumanedit" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=DO8YT1pt4L
poster
Privacy Measurements in Tabular Synthetic Data: State of the Art and Future Research Directions
[ "Alexander Theodorus Petrus Boudewijn", "Andrea Filippo Ferraris", "Daniele Panfilo", "Vanessa Cocca", "Sabrina Zinutti", "Karel De Schepper", "Carlo Rossi Chauvenet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=7Ra8cc6XFb
poster
2305.16795
On Consistent Bayesian Inference from Synthetic Data
[ "Ossi Räisä", "Joonas Jälkö", "Antti Honkela" ]
[ "https://github.com/dpbayes/napsu-mq-bayesian-downstream-experiments" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=7GbfIEvoS8
oral
2305.15560
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
[ "Zinan Lin", "Sivakanth Gopi", "Janardhan Kulkarni", "Harsha Nori", "Sergey Yekhanin" ]
https://huggingface.co/papers/2305.15560
[ "https://github.com/microsoft/dpsda" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=1MV49Ug6q9
poster
2303.12281
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models
[ "Nicholas I-Hsien Kuo", "Federico Garcia", "Anders Sonnerborg", "Michael Bohm", "Rolf Kaiser", "Maurizio Zazzi", "Louisa Jorm", "Sebastiano Barbieri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/SyntheticData4ML
https://openreview.net/forum?id=0jAd2k8JV4
poster
Diffusion-based Semantic-Discrepant Outlier Generation for Out-of-Distribution Detection
[ "Suhee Yoon", "Sanghyu Yoon", "Hankook Lee", "Sangjun Han", "Ye Seul Sim", "Kyungeun Lee", "Hyeseung Cho", "Woohyung Lim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=zlsj9akpaa
poster
2307.13854
WebArena: A Realistic Web Environment for Building Autonomous Agents
[ "Shuyan Zhou", "Frank F. Xu", "Hao Zhu", "Xuhui Zhou", "Robert Lo", "Abishek Sridhar", "Xianyi Cheng", "Tianyue Ou", "Yonatan Bisk", "Daniel Fried", "Uri Alon", "Graham Neubig" ]
https://huggingface.co/papers/2307.13854
[ "https://github.com/web-arena-x/webarena" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=zDTqQVGgzH
poster
Towards General-Purpose In-Context Learning Agents
[ "Louis Kirsch", "James Harrison", "C. Daniel Freeman", "Jascha Sohl-Dickstein", "Jürgen Schmidhuber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=ypr4srFxy1
poster
Agnostic Architecture for Heterogeneous Multi-Environment Reinforcement Learning
[ "Kukjin Kim", "Changhee Joo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=yQT406rH72
poster
2310.00212
Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
[ "Tianhao Wu", "Banghua Zhu", "Ruoyu Zhang", "Zhaojin Wen", "Kannan Ramchandran", "Jiantao Jiao" ]
https://huggingface.co/papers/2310.00212
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=yD9JAKItJE
poster
Target Rate Optimization: Avoiding Iterative Error Exploitation
[ "Braham Snyder", "Amy Zhang", "Yuke Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=xs0fA5iSYv
poster
2310.20587
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
[ "Ruizhe Shi", "Yuyao Liu", "Yanjie Ze", "Simon Shaolei Du", "Huazhe Xu" ]
https://huggingface.co/papers/2310.20587
[ "https://github.com/srzer/LaMo-2023" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=xbOtG1P723
poster
2312.02682
H-GAP: Humanoid Control with a Generalist Planner
[ "zhengyao jiang", "Yingchen Xu", "Nolan Wagener", "Yicheng Luo", "Michael Janner", "Edward Grefenstette", "Tim Rocktäschel", "Yuandong Tian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=vnhgDP4Ise
poster
Reasoning about Action Preconditions with Programs
[ "Lajanugen Logeswaran", "Sungryull Sohn", "Yiwei Lyu", "Anthony Liu", "Dong-Ki Kim", "Dongsub Shim", "Moontae Lee", "Honglak Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=v67CRd1Fap
poster
2307.06082
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
[ "Raphael Schumann", "Wanrong Zhu", "Weixi Feng", "Tsu-Jui Fu", "Stefan Riezler", "William Yang Wang" ]
https://huggingface.co/papers/2307.06082
[ "https://github.com/raphael-sch/velma" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=tlRUbI0Yf3
poster
2312.04474
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
[ "Chengshu Li", "Jacky Liang", "Andy Zeng", "Xinyun Chen", "Karol Hausman", "Dorsa Sadigh", "Sergey Levine", "Li Fei-Fei", "Fei Xia", "brian ichter" ]
https://huggingface.co/papers/2312.04474
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=tTZVrnr45N
poster
2303.16563
Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks
[ "Haoqi Yuan", "Chi Zhang", "Hongcheng Wang", "Feiyang Xie", "Penglin Cai", "Hao Dong", "Zongqing Lu" ]
https://huggingface.co/papers/2303.16563
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=sv7KZcUqu1
poster
Language Agents as Digital Representatives in Collective Decision-Making
[ "Daniel Jarrett", "Miruna Pislar", "Michiel A. Bakker", "Michael Henry Tessler", "Raphael Koster", "Jan Balaguer", "Romuald Elie", "Christopher Summerfield", "Andrea Tacchetti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=siFopuPuCS
poster
Selective Perception: Learning Concise State Descriptions for Language Model Actors
[ "Kolby Nottingham", "Yasaman Razeghi", "Kyungmin Kim", "JB Lanier", "Pierre Baldi", "Roy Fox", "Sameer Singh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=sYFFyAILy7
poster
2309.08172
LASER: LLM Agent with State-Space Exploration for Web Navigation
[ "Kaixin Ma", "Hongming Zhang", "Hongwei Wang", "Xiaoman Pan", "Dong Yu" ]
https://huggingface.co/papers/2309.08172
[ "https://github.com/mayer123/laser" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=s87s0HHHOA
poster
2310.19308
Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning
[ "Zhaoyi Zhou", "Chuning Zhu", "Runlong Zhou", "Qiwen Cui", "Abhishek Gupta", "Simon Shaolei Du" ]
https://huggingface.co/papers/2310.19308
[ "https://github.com/zhaoyizhou1123/mbrcsl" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=rngOtn5p7t
poster
Towards End-to-End Embodied Decision Making with Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond
[ "Liang Chen", "Yichi Zhang", "Shuhuai Ren", "Haozhe Zhao", "Zefan Cai", "Yuchi Wang", "Tianyu Liu", "Baobao Chang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=pz3qgH8vE0
poster
2311.05584
Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations
[ "Joey Hong", "Sergey Levine", "Anca Dragan" ]
https://huggingface.co/papers/2311.05584
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=pxK9MWuFF8
poster
2307.10936
PASTA: Pretrained Action-State Transformer Agents
[ "Raphael Boige", "Yannis Flet-Berliac", "Arthur Flajolet", "Guillaume Richard", "Thomas PIERROT" ]
https://huggingface.co/papers/2307.10936
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=pI6ylnkPAD
poster
2306.07863
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
[ "Longtao Zheng", "Rundong Wang", "Xinrun Wang", "Bo An" ]
https://huggingface.co/papers/2306.07863
[ "https://github.com/ltzheng/synapse" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=oBQVCTpKXW
poster
2307.02485
Building Cooperative Embodied Agents Modularly with Large Language Models
[ "Hongxin Zhang", "Weihua Du", "Jiaming Shan", "Qinhong Zhou", "Yilun Du", "Joshua Tenenbaum", "Tianmin Shu", "Chuang Gan" ]
https://huggingface.co/papers/2307.02485
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=nQp1FURyua
poster
2312.03881
FoMo rewards: Can we cast foundation models as reward functions?
[ "Ekdeep Singh Lubana", "Johann Brehmer", "Pim De Haan", "Taco Cohen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=lw5GlytIY5
poster
A Universal World Model Learned from Large Scale and Diverse Videos
[ "Hanchen Cui", "Yang Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=ltUrSryS0K
poster
2310.05036
AvalonBench: Evaluating LLMs Playing the Game of Avalon
[ "Jonathan Light", "Min Cai", "Sheng Shen", "Ziniu Hu" ]
https://huggingface.co/papers/2310.05036
[ "https://github.com/jonathanmli/avalon-llm" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=lodGl8nzyW
poster
2307.03864
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
[ "Tianwei Ni", "Michel Ma", "Benjamin Eysenbach", "Pierre-Luc Bacon" ]
[ "https://github.com/twni2016/pomdp-baselines" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=khL3G4iwd0
poster
Self-Select: Optimizing Instruction Selection for Large Language Models
[ "Keshav Ramji", "Alexander Kyimpopkin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=kXlTY0BmK3
poster
Benchmarking Large Language Models as AI Research Agents
[ "Qian Huang", "Jian Vora", "Percy Liang", "Jure Leskovec" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=jt3il4fC5B
poster
The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Study
[ "Rim Assouel", "Tom Marty", "Massimo Caccia", "Issam H. Laradji", "Alexandre Drouin", "Sai Rajeswar", "Hector Palacios", "Quentin Cappart", "David Vazquez", "Nicolas Chapados", "Maxime Gasse", "Alexandre Lacoste" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=jnzjnYTSlO
poster
2310.05905
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
[ "Zuxin Liu", "Jesse Zhang", "Kavosh Asadi", "Yao Liu", "Ding Zhao", "Shoham Sabach", "Rasool Fakoor" ]
https://huggingface.co/papers/2310.05905
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=jbLM1yvxaL
poster
2401.08743
MMToM-QA: Multimodal Theory of Mind Question Answering
[ "Chuanyang Jin", "Yutong Wu", "Jing Cao", "Jiannan Xiang", "Yen-Ling Kuo", "Zhiting Hu", "Tomer Ullman", "Antonio Torralba", "Joshua B. Tenenbaum", "Tianmin Shu" ]
https://huggingface.co/papers/2401.08743
[ "https://github.com/chuanyangjin/MMToM-QA" ]
[ "LLM360/de-arena", "tsteffek/de-arena" ]
[]
[ "Chuanyang-Jin/MMToM-QA" ]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=iq04KvxmJA
poster
2309.08587
Compositional Foundation Models for Hierarchical Planning
[ "Anurag Ajay", "Seungwook Han", "Yilun Du", "Shuang Li", "Abhi Gupta", "Tommi Jaakkola", "Joshua Tenenbaum", "Leslie Kaelbling", "Akash Srivastava", "Pulkit Agrawal" ]
https://huggingface.co/papers/2309.08587
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=ilSesSBQDh
poster
2308.05295
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception
[ "Yunhao Yang", "Cyrus Neary", "ufuk topcu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=hQERBmmlYm
poster
RF-POLICY: Rectified Flows are Computation-Adaptive Decision Makers
[ "Xixi Hu", "Bo Liu", "Xingchao Liu", "qiang liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=ghGXVeXqEt
poster
2310.13065
Creative Robot Tool Use with Large Language Models
[ "Mengdi Xu", "Wenhao Yu", "Peide Huang", "Shiqi Liu", "Xilun Zhang", "Yaru Niu", "Tingnan Zhang", "Fei Xia", "Jie Tan", "Ding Zhao" ]
https://huggingface.co/papers/2310.13065
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=gGQfkyb0KL
poster
2310.08118
Can Large Language Models Really Improve by Self-critiquing Their Own Plans?
[ "Karthik Valmeekam", "Matthew Marquez", "Subbarao Kambhampati" ]
https://huggingface.co/papers/2310.08118
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=fkz5VfJCwo
poster
2312.13876
Capture the Flag: Uncovering Data Insights with Large Language Models
[ "Issam H. Laradji", "Perouz Taslakian", "Sai Rajeswar", "Valentina Zantedeschi", "Alexandre Lacoste", "Nicolas Chapados", "David Vazquez", "Christopher Pal", "Alexandre Drouin" ]
https://huggingface.co/papers/2312.13876
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=fksglLN3ew
poster
S^2AC: ENERGY-BASED REINFORCEMENT LEARNING WITH STEIN SOFT ACTOR CRITIC
[ "Safa Messaoud", "Billel Mokeddem", "Zhenghai Xue", "Linsey Pang", "Bo An", "Haipeng Chen", "Sanjay Chawla" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=fXugVDtCQO
poster
2310.01889
Ring Attention with Blockwise Transformers for Near-Infinite Context
[ "Hao Liu", "Matei Zaharia", "Pieter Abbeel" ]
https://huggingface.co/papers/2310.01889
[ "https://github.com/forhaoliu/ringattention" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=egKxRC5gf8
poster
GPT4GEO: How a Language Model Sees the World’s Geography
[ "Jonathan Roberts", "Timo Lüddecke", "Sowmen Das", "Kai Han", "Samuel Albanie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=eLlzf6lkGP
poster
Vision-and-Language Navigation in Real World using Foundation Models
[ "Chengguang Xu", "Hieu Trung Nguyen", "Christopher Amato", "Lawson L.S. Wong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=dcMQ6AYURP
poster
D^3Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Robotic Manipulation
[ "Yixuan Wang", "Zhuoran Li", "Mingtong Zhang", "Katherine Rose Driggs-Campbell", "Jiajun Wu", "Li Fei-Fei", "Yunzhu Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=dXuF8gczZV
poster
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
[ "Kevin Black", "Mitsuhiko Nakamoto", "Pranav Atreya", "Homer Walke", "Chelsea Finn", "Aviral Kumar", "Sergey Levine" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=d5ogyvdl1X
poster
On the Tool Manipulation Capability of Open-sourced Large Language Models
[ "Qiantong Xu", "Fenglu Hong", "Bo Li", "Changran Hu", "Zhengyu Chen", "Jian Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=d0A2pc2kFp
poster
2309.12499
CodePlan: Repository-level Coding using LLMs and Planning
[ "Ramakrishna Bairi", "Atharv Sonwane", "Aditya Kanade", "Vageesh D C", "Arun Iyer", "Suresh Parthasarathy", "Sriram Rajamani", "B. Ashok", "Shashank Shet" ]
https://huggingface.co/papers/2309.12499
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=csvGpPDxgT
poster
2310.08899
Exploration with Principles for Diverse AI Supervision
[ "Hao Liu", "Matei Zaharia", "Pieter Abbeel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=bisrdS6We9
poster
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents
[ "Zhihan Liu", "Hao Hu", "Shenao Zhang", "Hongyi Guo", "Shuqi Ke", "Boyi Liu", "Zhaoran Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=agA4vmhePk
poster
2305.16653
AdaPlanner: Adaptive Planning from Feedback with Language Models
[ "Haotian Sun", "Yuchen Zhuang", "Lingkai Kong", "Bo Dai", "Chao Zhang" ]
https://huggingface.co/papers/2305.16653
[ "https://github.com/haotiansun14/adaplanner" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=acgxF5AVLq
poster
Language Model Agents Suffer from Compositional Generalization in Web Automation
[ "Hiroki Furuta", "Yutaka Matsuo", "Aleksandra Faust", "Izzeddin Gur" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=YVZ03XsMfg
poster
Semantically-Driven Object Search Using Partially Observed 3D Scene Graphs
[ "Isaac Remy", "Abhishek Gupta", "Karen Leung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=YSYbTPbCPD
poster
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking
[ "Byoungjip Kim", "Youngsoo Jang", "Lajanugen Logeswaran", "Geon-Hyeong Kim", "Yu Jin Kim", "Honglak Lee", "Moontae Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=XT1phTGH76
poster
is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
[ "Ruijie Zheng", "Yongyuan Liang", "Xiyao Wang", "Shuang Ma", "Hal Daumé III", "Huazhe Xu", "John Langford", "Praveen Palanisamy", "Kalyan Basu", "Furong Huang" ]
[ "https://github.com/premiertaco/premier-taco" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=VIxIiabqWj
poster
2405.01534
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
[ "Murtaza Dalal", "Tarun Chiruvolu", "Devendra Singh Chaplot", "Ruslan Salakhutdinov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/FMDM
https://openreview.net/forum?id=UtcuS52dwJ
poster
2310.08887
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction
[ "Seohong Park", "Oleh Rybkin", "Sergey Levine" ]
https://huggingface.co/papers/2310.08887
[ "https://github.com/seohongpark/metra" ]
[]
[]
[]
NeurIPS2024