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Workshop/CompSust | https://openreview.net/forum?id=I1yGbIPGjx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Focus on What's Important!
Inspecting Variational Distributions for
Gaussian Processes for better AQ Station Deployment | [
"Progyan Das",
"Mihir Agarwal"
] | |
Workshop/CompSust | https://openreview.net/forum?id=BaZZzH7EgA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Segment Any Stream: Scalable Water Extent Detection with the Segment Anything Model | [
"Haozhen Zheng",
"Chenhui Zhang",
"Kaiyu Guan",
"Yawen Deng",
"Sherrie Wang",
"Bruce L. Rhoads",
"Andrew J Margenot",
"Shengnan Zhou",
"Sheng Wang"
] | |
Workshop/CompSust | https://openreview.net/forum?id=7T4YMOj7MS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Cooperative Logistics: Can Artificial Intelligence Enable Trustworthy Cooperation at Scale? | [
"Stephen Mak",
"Tim Pearce",
"Matthew Macfarlane",
"Liming Xu",
"Michael Ostroumov",
"Alexandra Brintrup"
] | |
Workshop/CompSust | https://openreview.net/forum?id=7KTQsrUIOy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A table is worth a thousand pictures: Multi-modal contrastive learning in house burning classification in wildfire events | [
"Iván Higuera-Mendieta",
"Jeff Wen",
"Marshall Burke"
] | |
Workshop/CompSust | https://openreview.net/forum?id=3mlfh6c3dp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Joint time–frequency scattering-enhanced representation for bird vocalization classification | [
"Yimeng Min",
"Eliot T Miller",
"Daniel Fink",
"Carla P Gomes"
] | |
Workshop/CompSust | https://openreview.net/forum?id=0FOjGwgN0g | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Solving Satisfiability Modulo Counting Problems in Computational Sustainability with Guarantees | [
"Jinzhao Li",
"Nan Jiang",
"Yexiang Xue"
] | |
Workshop/RegML | https://openreview.net/forum?id=pnvRy1VzJZ | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Reading the drafts of the AI Act with a technical lens | [
"Tiphaine Viard",
"Melanie Gornet",
"Winston Maxwell"
] | |
Workshop/RegML | https://openreview.net/forum?id=myWKEmGKfL | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | In Pursuit of Regulatable LLMs | [
"Eoin Kenny",
"Julie Shah"
] | |
Workshop/RegML | https://openreview.net/forum?id=kZBHvU5lIY | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Policy Comparison Under Unmeasured Confounding | [
"Luke Guerdan",
"Amanda Coston",
"Steven Wu",
"Ken Holstein"
] | |
Workshop/RegML | https://openreview.net/forum?id=kAT1410oDy | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | You Still See Me: How Data Protection Supports the Architecture of ML Surveillance | [
"Rui-Jie Yew",
"Lucy Qin",
"Suresh Venkatasubramanian"
] | |
Workshop/RegML | https://openreview.net/forum?id=jpuV8Mzc0R | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Advancing Clinical Trials via Real-World Aligned ML Best Practices | [
"Karen Sayal",
"Markus Trengove",
"Finnian Firth",
"Lea Goetz"
] | |
Workshop/RegML | https://openreview.net/forum?id=inZoxsEpYn | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration | [
"Ioanna Papageorgiou",
"Carlos Mougan"
] | |
Workshop/RegML | https://openreview.net/forum?id=fiJEolaPj9 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Can copyright be reduced to privacy | [
"Niva Elkin-Koren",
"Uri Hacohen",
"Roi Livni",
"Shay Moran"
] | |
Workshop/RegML | https://openreview.net/forum?id=fTv0LQRCZM | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | RényiTester: A Variational Approach to Testing Differential Privacy | [
"Weiwei Kong",
"Andres Munoz medina",
"Mónica Ribero"
] | |
Workshop/RegML | https://openreview.net/forum?id=eKrYMGpXVY | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Conformal Prediction via Regression-as-Classification | [
"Etash Guha",
"Shlok Natarajan",
"Thomas Möllenhoff",
"Mohammad Emtiyaz Khan",
"Eugene Ndiaye"
] | |
Workshop/RegML | https://openreview.net/forum?id=bynBtr8ovP | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Unified Analysis of Label Inference Attacks | [
"Andres Munoz medina",
"Travis Dick",
"Claudio Gentile",
"Robert Istvan Busa-Fekete",
"Marika Swanberg"
] | |
Workshop/RegML | https://openreview.net/forum?id=ZLJ6XRbdaC | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Detecting Pretraining Data from Large Language Models | [
"Weijia Shi",
"Anirudh Ajith",
"Mengzhou Xia",
"Yangsibo Huang",
"Daogao Liu",
"Terra Blevins",
"Danqi Chen",
"Luke Zettlemoyer"
] | |
Workshop/RegML | https://openreview.net/forum?id=WLw1oDGR2Q | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AnchMark: Anchor-contrastive Watermarking vs GenAI-based Image Modifications | [
"Minzhou Pan",
"Yi Zeng",
"Xue Lin",
"Ning Yu",
"Cho-Jui Hsieh",
"Ruoxi Jia"
] | |
Workshop/RegML | https://openreview.net/forum?id=V4hGy6Xm11 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A new Framework for Measuring Re-Identification Risk | [
"CJ Carey",
"Travis Dick",
"Alessandro Epasto",
"Adel Javanmard",
"Josh Karlin",
"Shankar Kumar",
"Andres Munoz medina",
"Vahab Mirrokni",
"Gabriel Nunes",
"Sergei Vassilvitskii",
"Peilin Zhong"
] | |
Workshop/RegML | https://openreview.net/forum?id=R5MTSLPyYZ | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility | [
"Mohammad Yaghini",
"Patty Liu",
"Franziska Boenisch",
"Nicolas Papernot"
] | |
Workshop/RegML | https://openreview.net/forum?id=Mzu0NIMvvh | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Can LLM-Generated Misinformation Be Detected? | [
"Canyu Chen",
"Kai Shu"
] | |
Workshop/RegML | https://openreview.net/forum?id=M2aNjwX4Ec | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Limitations of the “Four-Fifths Rule” and Statistical Parity Tests for Measuring Fairness | [
"Manish Raghavan",
"Pauline Kim"
] | |
Workshop/RegML | https://openreview.net/forum?id=LYAfgPsJ41 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Navigating Dataset Documentation in ML: A Large-Scale Analysis of Dataset Cards on Hugging Face | [
"Xinyu Yang",
"Weixin Liang",
"James Zou"
] | |
Workshop/RegML | https://openreview.net/forum?id=L97dqPfQdT | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/RegML | https://openreview.net/forum?id=K4m9g6AYcX | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Is EMA Robust? Examining the Robustness of Data Auditing and a Novel Non-calibration Extension | [
"Ayush Alag",
"Yangsibo Huang",
"Kai Li"
] | |
Workshop/RegML | https://openreview.net/forum?id=HiimakFghr | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Algorithmically Mediated User Relations: Exploring Data's Relationality in Recommender Systems | [
"Athina Kyriakou",
"Oana Inel",
"Asia Biega",
"Abraham Bernstein"
] | |
Workshop/RegML | https://openreview.net/forum?id=9CYtG7db5A | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Outliers Exist: What Happens if You are a Data-Driven Exception? | [
"Sarah Cen",
"Manish Raghavan"
] | |
Workshop/RegML | https://openreview.net/forum?id=8WH2t9F0Ip | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Membership Inference Attack on Diffusion Models via Quantile Regression | [
"Steven Wu",
"Shuai Tang",
"Sergul Aydore",
"Michael Kearns",
"Aaron Roth"
] | |
Workshop/RegML | https://openreview.net/forum?id=75GEQc7Dmp | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Where did you learn that?: Tracing the Impact of Training Data with Diffusion Model Ensembles | [
"Zheng Dai",
"Rui-Jie Yew",
"David Gifford"
] | |
Workshop/RegML | https://openreview.net/forum?id=66nydPPVz7 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Merging (EU)-Regulation and Model Reporting | [
"Danilo Brajovic",
"Vincent Philipp Göbels",
"Janika Kutz",
"Marco Huber"
] | |
Workshop/RegML | https://openreview.net/forum?id=4s3F2Kf9KL | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Missing Value Chain in Generative AI Governance: China as an example | [
"Yulu Pi"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=yYIL3uhQ8i | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generating Medical Instructions with Conditional Transformer | [
"Samuel Belkadi",
"Nicolo Micheletti",
"Lifeng Han",
"Warren Del-Pinto",
"Goran Nenadic"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=yJ1dQFVAgU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 𝕊ci𝔽ix: Outperforming GPT3 on Scientific Factual Error Correction | [
"Dhananjay Ashok",
"Atharva Kulkarni",
"Hai Pham",
"Barnabas Poczos"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=xeCXTPPwnX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=wK2y7ZhPvU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=uc9sYHRX6O | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Improving Code Style for Accurate Code Generation | [
"Naman Jain",
"Tianjun Zhang",
"Wei-Lin Chiang",
"Joseph E. Gonzalez",
"Koushik Sen",
"Ion Stoica"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=qY2fTMsQug | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning | [
"Amani Namboori",
"Shivam Sadashiv Mangale",
"Andy Rosenbaum",
"Saleh Soltan"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=khDkUPsDwj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | EDGE++: Improved Training and Sampling of EDGE | [
"Xiaohui Chen",
"Mingyang Wu",
"Liping Liu"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=kc66PwD7St | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes | [
"Zheng Dong",
"Zekai Fan",
"Shixiang Zhu"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=iBrPSYHQ7V | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Synthetic Data Generation for Scarce Road Scene Detection Scenarios | [
"Dipika Khullar",
"Yash Shah",
"Ninad Kulkarni",
"Negin Sokhandan"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=bu6Fo3k2IS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | INTAGS: Interactive Agent-Guided Simulation | [
"Song Wei",
"Andrea Coletta",
"Svitlana Vyetrenko",
"Tucker Balch"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=bpO14yuQQg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=Xr13v66xxT | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generating Privacy-Preserving Longitudinal Synthetic Data | [
"Robin van Hoorn",
"Tom Bakkes",
"Zoi Tokoutsi",
"Ymke de Jong",
"R. Arthur Bouwman",
"Mykola Pechenizkiy"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=XhxOCXlXSh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing | [
"Namjoon Suh",
"Xiaofeng Lin",
"Din-Yin Hsieh",
"Mehrdad Honarkhah",
"Guang Cheng"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=UQ42dE8gKr | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Effective Synthetic Data Sampling for Domain Adaptive Pose Estimation | [
"Isha Dua",
"Arjun Sharma",
"Shuaib Ahmed",
"Rahul Tallamraju"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=Too7FleWsa | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fair Wasserstein Coresets | [
"Zikai Xiong",
"Niccolo Dalmasso",
"Vamsi K. Potluru",
"Tucker Balch",
"Manuela Veloso"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=RVFuoTm8sx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=IlJ3motcJw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning to Place Objects into Scenes by Hallucinating Scenes around Objects | [
"Lu Yuan",
"James Hong",
"Vishnu Sarukkai",
"Kayvon Fatahalian"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=HtHpbAusYI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Evaluating VLMs for Score-Based, Multi-Probe Annotation of 3D Objects | [
"Rishabh Kabra",
"Loic Matthey",
"Alexander Lerchner",
"Niloy Mitra"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=HAJ6K0Sn5b | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=GFoS5D9s6I | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Feedback-guided Data Synthesis for Imbalanced Classification | [
"Reyhane Askari Hemmat",
"Mohammad Pezeshki",
"Florian Bordes",
"Michal Drozdzal",
"Adriana Romero-Soriano"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=DO8YT1pt4L | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/SyntheticData4ML | https://openreview.net/forum?id=0jAd2k8JV4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=zlsj9akpaa | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=zDTqQVGgzH | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards General-Purpose In-Context Learning Agents | [
"Louis Kirsch",
"James Harrison",
"C. Daniel Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] | |
Workshop/FMDM | https://openreview.net/forum?id=ypr4srFxy1 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Agnostic Architecture for Heterogeneous Multi-Environment Reinforcement Learning | [
"Kukjin Kim",
"Changhee Joo"
] | |
Workshop/FMDM | https://openreview.net/forum?id=yD9JAKItJE | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Target Rate Optimization: Avoiding Iterative Error Exploitation | [
"Braham Snyder",
"Amy Zhang",
"Yuke Zhu"
] | |
Workshop/FMDM | https://openreview.net/forum?id=xbOtG1P723 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | H-GAP: Humanoid Control with a Generalist Planner | [
"zhengyao jiang",
"Yingchen Xu",
"Nolan Wagener",
"Yicheng Luo",
"Michael Janner",
"Edward Grefenstette",
"Tim Rocktäschel",
"Yuandong Tian"
] | |
Workshop/FMDM | https://openreview.net/forum?id=vnhgDP4Ise | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Reasoning about Action Preconditions with Programs | [
"Lajanugen Logeswaran",
"Sungryull Sohn",
"Yiwei Lyu",
"Anthony Liu",
"Dong-Ki Kim",
"Dongsub Shim",
"Moontae Lee",
"Honglak Lee"
] | |
Workshop/FMDM | https://openreview.net/forum?id=tlRUbI0Yf3 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=sv7KZcUqu1 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=siFopuPuCS | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Selective Perception: Learning Concise State Descriptions for Language Model Actors | [
"Kolby Nottingham",
"Yasaman Razeghi",
"Kyungmin Kim",
"JB Lanier",
"Pierre Baldi",
"Roy Fox",
"Sameer Singh"
] | |
Workshop/FMDM | https://openreview.net/forum?id=sYFFyAILy7 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LASER: LLM Agent with State-Space Exploration for Web Navigation | [
"Kaixin Ma",
"Hongming Zhang",
"Hongwei Wang",
"Xiaoman Pan",
"Dong Yu"
] | |
Workshop/FMDM | https://openreview.net/forum?id=rngOtn5p7t | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=pxK9MWuFF8 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | PASTA: Pretrained Action-State Transformer Agents | [
"Raphael Boige",
"Yannis Flet-Berliac",
"Arthur Flajolet",
"Guillaume Richard",
"Thomas PIERROT"
] | |
Workshop/FMDM | https://openreview.net/forum?id=pI6ylnkPAD | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control | [
"Longtao Zheng",
"Rundong Wang",
"Xinrun Wang",
"Bo An"
] | |
Workshop/FMDM | https://openreview.net/forum?id=lw5GlytIY5 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Universal World Model Learned from Large Scale and Diverse Videos | [
"Hanchen Cui",
"Yang Gao"
] | |
Workshop/FMDM | https://openreview.net/forum?id=khL3G4iwd0 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Self-Select: Optimizing Instruction Selection for Large Language Models | [
"Keshav Ramji",
"Alexander Kyimpopkin"
] | |
Workshop/FMDM | https://openreview.net/forum?id=kXlTY0BmK3 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Benchmarking Large Language Models as AI Research Agents | [
"Qian Huang",
"Jian Vora",
"Percy Liang",
"Jure Leskovec"
] | |
Workshop/FMDM | https://openreview.net/forum?id=jt3il4fC5B | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=jbLM1yvxaL | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=hQERBmmlYm | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | RF-POLICY: Rectified Flows are Computation-Adaptive Decision Makers | [
"Xixi Hu",
"Bo Liu",
"Xingchao Liu",
"qiang liu"
] | |
Workshop/FMDM | https://openreview.net/forum?id=gGQfkyb0KL | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Can Large Language Models Really Improve by Self-critiquing Their Own Plans? | [
"Karthik Valmeekam",
"Matthew Marquez",
"Subbarao Kambhampati"
] | |
Workshop/FMDM | https://openreview.net/forum?id=fksglLN3ew | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=egKxRC5gf8 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GPT4GEO: How a Language Model Sees the World’s Geography | [
"Jonathan Roberts",
"Timo Lüddecke",
"Sowmen Das",
"Kai Han",
"Samuel Albanie"
] | |
Workshop/FMDM | https://openreview.net/forum?id=eLlzf6lkGP | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Vision-and-Language Navigation in Real World using Foundation Models | [
"Chengguang Xu",
"Hieu Trung Nguyen",
"Christopher Amato",
"Lawson L.S. Wong"
] | |
Workshop/FMDM | https://openreview.net/forum?id=dcMQ6AYURP | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=dXuF8gczZV | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=d5ogyvdl1X | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On the Tool Manipulation Capability of Open-sourced Large Language Models | [
"Qiantong Xu",
"Fenglu Hong",
"Bo Li",
"Changran Hu",
"Zhengyu Chen",
"Jian Zhang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=d0A2pc2kFp | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=bisrdS6We9 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=acgxF5AVLq | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Language Model Agents Suffer from Compositional Generalization in Web Automation | [
"Hiroki Furuta",
"Yutaka Matsuo",
"Aleksandra Faust",
"Izzeddin Gur"
] | |
Workshop/FMDM | https://openreview.net/forum?id=YVZ03XsMfg | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Semantically-Driven Object Search Using Partially Observed 3D Scene Graphs | [
"Isaac Remy",
"Abhishek Gupta",
"Karen Leung"
] | |
Workshop/FMDM | https://openreview.net/forum?id=YSYbTPbCPD | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=XT1phTGH76 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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"
] | |
Workshop/FMDM | https://openreview.net/forum?id=SHNjk4h0jn | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fast Imitation via Behavior Foundation Models | [
"Matteo Pirotta",
"Andrea Tirinzoni",
"Ahmed Touati",
"Alessandro Lazaric",
"Yann Ollivier"
] | |
Workshop/FMDM | https://openreview.net/forum?id=R1I94rrgDz | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | RoboVQA: Multimodal Long-Horizon Reasoningfor Robotics | [
"Pierre Sermanet",
"Tianli Ding",
"Jeffrey Zhao",
"Fei Xia",
"Debidatta Dwibedi",
"Keerthana Gopalakrishnan",
"Christine Chan",
"Gabriel Dulac-Arnold",
"sharath maddineni",
"Nikhil Joshi",
"Pete Florence",
"Wei Han",
"Robert Baruch",
"Yao Lu",
"Suvir Mirchandani",
"Peng Xu",
"Pannag ... | |
Workshop/FMDM | https://openreview.net/forum?id=QW4eGh5GT3 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Importance of Directional Feedback for LLM-based Optimizers | [
"Allen Nie",
"Ching-An Cheng",
"Andrey Kolobov",
"Adith Swaminathan"
] | |
Workshop/FMDM | https://openreview.net/forum?id=QO2f1XqgiR | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | STEVE-1: A Generative Model for Text-to-Behavior in Minecraft | [
"Shalev Lifshitz",
"Keiran Paster",
"Harris Chan",
"Jimmy Ba",
"Sheila A. McIlraith"
] | |
Workshop/FMDM | https://openreview.net/forum?id=Pvjk9lxLJK | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GPT-Driver: Learning to Drive with GPT | [
"Jiageng Mao",
"Yuxi Qian",
"Junjie Ye",
"Hang Zhao",
"Yue Wang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=PMtZjDYB68 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GPT-4 Doesn’t Know It’s Wrong: An Analysis of Iterative Prompting for Reasoning Problems | [
"Kaya Stechly",
"Matthew Marquez",
"Subbarao Kambhampati"
] | |
Workshop/FMDM | https://openreview.net/forum?id=PJfc4x2jXY | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training | [
"Xidong Feng",
"Ziyu Wan",
"Muning Wen",
"Ying Wen",
"Weinan Zhang",
"Jun Wang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=P8E4Br72j3 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Voyager: An Open-Ended Embodied Agent with Large Language Models | [
"Guanzhi Wang",
"Yuqi Xie",
"Yunfan Jiang",
"Ajay Mandlekar",
"Chaowei Xiao",
"Yuke Zhu",
"Linxi Fan",
"Anima Anandkumar"
] | |
Workshop/FMDM | https://openreview.net/forum?id=NxLZ1URck2 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Double Policy Estimation for Importance Sampling in Sequence Modeling-Based Reinforcement Learning | [
"Hanhan Zhou",
"Tian Lan",
"Vaneet Aggarwal"
] | |
Workshop/FMDM | https://openreview.net/forum?id=LjnW5oNHcD | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LLMs-Augmented Contextual Bandit | [
"Ali Baheri",
"Cecilia Alm"
] | |
Workshop/FMDM | https://openreview.net/forum?id=L7vC3OYb2p | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics | [
"Sajad Mousavi",
"Ricardo Luna Gutierrez",
"Desik Rengarajan",
"Vineet Gundecha",
"Ashwin Ramesh Babu",
"Avisek Naug",
"Antonio Guillen",
"Soumyendu Sarkar"
] | |
Workshop/FMDM | https://openreview.net/forum?id=JUwczEJY8I | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning | [
"Juan Rocamonde",
"Victoriano Montesinos",
"Elvis Nava",
"Ethan Perez",
"David Lindner"
] | |
Workshop/FMDM | https://openreview.net/forum?id=JB3H6LS1PY | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning to Solve New sequential decision-making Tasks with In-Context Learning | [
"Sharath Chandra Raparthy",
"Eric Hambro",
"Robert Kirk",
"Mikael Henaff",
"Roberta Raileanu"
] | |
Workshop/FMDM | https://openreview.net/forum?id=I1y2bCibdQ | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ExPT: Synthetic Pretraining for Few-Shot Experimental Design | [
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] | |
Workshop/FMDM | https://openreview.net/forum?id=HtbMMAoxre | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Natural Language-based State Representation in Deep Reinforcement Learning | [
"Md Masudur Rahman",
"Yexiang Xue"
] |
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