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Workshop/FMDM | https://openreview.net/forum?id=dXuF8gczZV | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kevin Black",
"Mitsuhiko Nakamoto",
"Pranav Atreya",
"Homer Walke",
"Chelsea Finn",
"Aviral Kumar",
"Sergey Levine"
] | Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=d5ogyvdl1X | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Qiantong Xu",
"Fenglu Hong",
"Bo Li",
"Changran Hu",
"Zhengyu Chen",
"Jian Zhang"
] | On the Tool Manipulation Capability of Open-sourced Large Language Models | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=bisrdS6We9 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhihan Liu",
"Hao Hu",
"Shenao Zhang",
"Hongyi Guo",
"Shuqi Ke",
"Boyi Liu",
"Zhaoran Wang"
] | Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=acgxF5AVLq | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hiroki Furuta",
"Yutaka Matsuo",
"Aleksandra Faust",
"Izzeddin Gur"
] | Language Model Agents Suffer from Compositional Generalization in Web Automation | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=YVZ03XsMfg | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Isaac Remy",
"Abhishek Gupta",
"Karen Leung"
] | Semantically-Driven Object Search Using Partially Observed 3D Scene Graphs | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=YSYbTPbCPD | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Byoungjip Kim",
"Youngsoo Jang",
"Lajanugen Logeswaran",
"Geon-Hyeong Kim",
"Yu Jin Kim",
"Honglak Lee",
"Moontae Lee"
] | Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=XT1phTGH76 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/premiertaco/premier-taco | [
"Ruijie Zheng",
"Yongyuan Liang",
"Xiyao Wang",
"Shuang Ma",
"Hal Daumé III",
"Huazhe Xu",
"John Langford",
"Praveen Palanisamy",
"Kalyan Basu",
"Furong Huang"
] | is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss | 17 |
|||
Workshop/FMDM | https://openreview.net/forum?id=SHNjk4h0jn | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Matteo Pirotta",
"Andrea Tirinzoni",
"Ahmed Touati",
"Alessandro Lazaric",
"Yann Ollivier"
] | Fast Imitation via Behavior Foundation Models | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=R1I94rrgDz | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"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 Sanketi",
"Karol Hausman",
"Izhak Shafran",
"brian ichter",
"Yuan Cao"
] | RoboVQA: Multimodal Long-Horizon Reasoningfor Robotics | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=QW4eGh5GT3 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Allen Nie",
"Ching-An Cheng",
"Andrey Kolobov",
"Adith Swaminathan"
] | Importance of Directional Feedback for LLM-based Optimizers | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=PMtZjDYB68 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kaya Stechly",
"Matthew Marquez",
"Subbarao Kambhampati"
] | GPT-4 Doesn’t Know It’s Wrong: An Analysis of Iterative Prompting for Reasoning Problems | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=NxLZ1URck2 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hanhan Zhou",
"Tian Lan",
"Vaneet Aggarwal"
] | Double Policy Estimation for Importance Sampling in Sequence Modeling-Based Reinforcement Learning | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=JB3H6LS1PY | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sharath Chandra Raparthy",
"Eric Hambro",
"Robert Kirk",
"Mikael Henaff",
"Roberta Raileanu"
] | Learning to Solve New sequential decision-making Tasks with In-Context Learning | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=HtbMMAoxre | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Md Masudur Rahman",
"Yexiang Xue"
] | Natural Language-based State Representation in Deep Reinforcement Learning | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=GrkgKtOjaH | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jingqing Ruan",
"YiHong Chen",
"Bin Zhang",
"Zhiwei Xu",
"Tianpeng Bao",
"du guo qing",
"shi shiwei",
"Hangyu Mao",
"Ziyue Li",
"Xingyu Zeng",
"Rui Zhao"
] | TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=GYTxBuYMfC | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zishun Yu",
"Yunzhe Tao",
"Liyu Chen",
"Tao Sun",
"Hongxia Yang"
] | ℬ-Coder: On Value-Based Deep Reinforcement Learning for Program Synthesis | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=FtgaSZKFti | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yingjie Miao",
"Jordi Orbay",
"Rishabh Agarwal",
"Aviral Kumar",
"George Tucker",
"Aleksandra Faust"
] | Scaling Offline Q-Learning with Vision Transformers | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=DpUEkGZ6wl | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Imad Aouali"
] | Linear diffusion models meet contextual bandits with large action spaces | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=5lcPe6DqfI | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Venkat Krishna Srinivasan",
"Zhen Dong",
"Banghua Zhu",
"Brian Yu",
"Damon Mosk-Aoyama",
"Kurt Keutzer",
"Jiantao Jiao",
"Jian Zhang"
] | NexusRaven: A Commercially-Permissive Language Model for Function Calling | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=5TIdOk7XQ6 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Julian Yocum",
"Phillip J.K. Christoffersen",
"Mehul Damani",
"Justin Svegliato",
"Dylan Hadfield-Menell",
"Stuart Russell"
] | Mitigating Generative Agent Social Dilemmas | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=5IH0pideQK | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Fred Weiying Zhang",
"Jiaxin Ye",
"Zhuoran Yang"
] | In-Context Multi-Armed Bandits via Supervised Pretraining | null |
|||
Workshop/FMDM | https://openreview.net/forum?id=1SJZVCahQW | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/rajghugare19/stitching-is-combinatorial-generalisation | [
"Raj Ghugare",
"Matthieu Geist",
"Glen Berseth",
"Benjamin Eysenbach"
] | Closing the Gap between TD Learning and Supervised Learning – A Generalisation Point of View. | 19 |
|||
Workshop/MLSys | https://openreview.net/forum?id=wkAFNdzhli | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Choice-Based Learning in JAX | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=w2J8R92gjt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Early notice: GenAI-based Datarace Fix for Real-World Golang Programs | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=v3WOdLUnwL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=u0Ncut8ru5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Learning Distributed Protocols with Zero Knowledge | null |
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Workshop/MLSys | https://openreview.net/forum?id=t7BEqidKsk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | PLPilot: Benchmark an Automated Programming Language Design Framework Enabled by Large Language Models | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=kg2zuomCLD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Redco: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=k0FIPHpeR4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | ACLTuner: A Profiling-Driven Fast Tuning to Optimized Deep Learning Inference | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=jDK2fTP8mt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=gxnmqD6tGy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Mitigating Tail Catastrophe in Steered Database Query Optimization with Risk-Averse Contextual Bandits | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=cgakfZ6acw | oralposter | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | ZeRO++: Extremely Efficient Collective Communication for Large Model Training | null |
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Workshop/MLSys | https://openreview.net/forum?id=Z7v6mxNVdU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration | null |
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Workshop/MLSys | https://openreview.net/forum?id=TMvtla5bOP | oralposter | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | VMR2L: Virtual Machines Rescheduling Using Reinforcement Learning in Data Centers | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=OFYGs7VPoG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | CloudEval-YAML: A Realistic and Scalable Benchmark for Cloud Configuration Generation | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=IY7M6sqCxq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Improving Large Language Model Hardware Generating Quality through Post-LLM Search | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=HTgdQIAgvJ | oralposter | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=GBftREPtdK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | PARM: Adaptive Resource Allocation for Datacenter Power Capping | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=G9TUaacGwU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Multi-Agent Join | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=C4nDgK47OJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Can Semi-Supervised Learning Improve Prediction of Deep Learning Model Resource Consumption? | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=AilSfYM8wN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Renamer: A Transformer Architecture Invariant to Variable Renaming | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=7eg9DuEVn8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Efficient Prompt Caching for Large Language Model Inference via Embedding Similarity | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=6GR8KqWCWf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Reinforcement Learning for FPGA Placement | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=5Pr2AVPk6z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Performance Roulette: How Cloud Weather Affects ML-Based System Optimization | null |
|||
Workshop/MLSys | https://openreview.net/forum?id=3UanvOb2nR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Secrecy and Sensitivity: Privacy-Performance Trade-Offs in Encrypted Traffic Classification | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=oW7oQHas3m | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Steve Yadlowsky",
"Lyric Doshi",
"Nilesh Tripuraneni"
] | Can Transformer Models Generalize Via In-Context Learning Beyond Pretraining Data? | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=kN5BXh9buY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Cyrus Rashtchian",
"Charles Herrmann",
"Chun-Sung Ferng",
"Ayan Chakrabarti",
"Dilip Krishnan",
"Deqing Sun",
"Da-Cheng Juan",
"Andrew Tomkins"
] | Probing the Equivariance of Image Embeddings | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=k9EfAJhFZc | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tal Shnitzer",
"Anthony Ou",
"Mírian Silva",
"Kate Soule",
"Yuekai Sun",
"Justin Solomon",
"Neil Thompson",
"Mikhail Yurochkin"
] | LLM Routing with Benchmark Datasets | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=iv0i39JlbP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Caroline Choi",
"Yoonho Lee",
"Annie S Chen",
"Allan Zhou",
"Aditi Raghunathan",
"Chelsea Finn"
] | AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=ecufIfDNn0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jacob Eisenstein",
"Jonathan Berant",
"Chirag Nagpal",
"Alekh Agarwal",
"Ahmad Beirami",
"Alexander Nicholas D'Amour",
"Krishnamurthy Dj Dvijotham",
"Katherine A Heller",
"Stephen Robert Pfohl",
"Deepak Ramachandran"
] | Reward Model Underspecification in Language Model Alignment | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=eBcXM9ebdP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yuejiang Liu",
"Ahmad Rahimi",
"Po-Chien Luan",
"Frano Rajič",
"Alexandre Alahi"
] | Learning Causally-Aware Representations of Multi-Agent Interactions | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=ar9IclPk8O | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yuzhe Yang",
"Haoran Zhang",
"Dina Katabi",
"Marzyeh Ghassemi"
] | On Mitigating Shortcut Learning for Fair Chest X-ray Classification under Distribution Shift | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=Zz7eZoR1VN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kimathi Kaai",
"Saad Hossain",
"Sirisha Rambhatla"
] | Are all classes created equal? Domain Generalization for Domain-Linked Classes | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=YV3MJo1uRa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dapeng Hu",
"Jian Liang",
"Xinchao Wang",
"Chuan-Sheng Foo"
] | Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Domain Adaptation | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=SfRa1zGxCg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dapeng Hu",
"Mi Luo",
"Jian Liang",
"Chuan-Sheng Foo"
] | Simplifying and Stabilizing Model Selection in Unsupervised Domain Adaptation | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=QomMx4zOEI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Pankaj Rajak",
"Wojciech Kowalinski",
"Fei Wang"
] | Transfer Learning, Reinforcement Learning for Adaptive Control Optimization under Distribution Shift | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=Og4BHvCA8h | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Prasanna Mayilvahanan",
"Thaddäus Wiedemer",
"Evgenia Rusak",
"Matthias Bethge",
"Wieland Brendel"
] | Does CLIP’s generalization performance mainly stem from high train-test similarity? | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=NbaYFHLTd8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shaunak Halbe",
"James Seale Smith",
"Junjiao Tian",
"Zsolt Kira"
] | HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=KfgxnxTvp3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nicolas Jourdan"
] | A Nearest Neighbor-Based Concept Drift Detection Strategy for Reliable Condition Monitoring | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=KWvKwgIxnD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Robert A Lewis",
"Katie Matton",
"Rosalind Picard",
"John Guttag"
] | Improving Domain Generalization in Contrastive Learning using Domain-Aware Temperature Control | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=IITCBnEYiV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexandre Galashov",
"Michalis Titsias",
"Razvan Pascanu",
"Yee Whye Teh",
"Maneesh Sahani"
] | Stochastic linear dynamics in parameters to deal with Neural Networks plasticity loss | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=HpY9tkX3Ui | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nilesh Tripuraneni",
"Lyric Doshi",
"Steve Yadlowsky"
] | Can Transformers In-Context Learn Task Mixtures? | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=FiqXqKR26c | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Luís Felipe Prates Cattelan",
"Danilo Silva"
] | On selective classification under distribution shift | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=Fd00jISBD0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Stephen Robert Pfohl",
"Natalie Harris",
"Chirag Nagpal",
"David Madras",
"Vishwali Mhasawade",
"Olawale Elijah Salaudeen",
"Katherine A Heller",
"Sanmi Koyejo",
"Alexander Nicholas D'Amour"
] | Understanding subgroup performance differences of fair predictors using causal models | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=D67r01BYYP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"David Grangier",
"Pierre Ablin",
"Awni Hannun"
] | Bilevel Optimization to Learn Training Distributions for Language Modeling under Domain Shift | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=BTOBu7y2ZD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Pedro Vianna",
"Muawiz Sajjad Chaudhary",
"An Tang",
"Guy Cloutier",
"Guy Wolf",
"Michael Eickenberg",
"Eugene Belilovsky"
] | Channel Selection for Test-Time Adaptation Under Distribution Shift | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=Agekm5fdW3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Saachi Jain",
"Kimia Hamidieh",
"Kristian Georgiev",
"Marzyeh Ghassemi",
"Aleksander Madry"
] | Better than Balancing: Debiasing through Data Attribution | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=8fKaSNB0nX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Konstantin Klemmer",
"Esther Rolf",
"Caleb Robinson",
"Lester Mackey",
"Marc Rußwurm"
] | Towards Global, General-Purpose Pretrained Geographic Location Encoders | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=7yVBYSPI8Z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jaehoon Lee",
"Chan Kim",
"Gyumin Lee",
"Haksoo Lim",
"Jeongwhan Choi",
"Kookjin Lee",
"Dongeun Lee",
"Sanghyun Hong",
"Noseong Park"
] | HyperNetwork Approximating Future Parameters for Time Series Forecasting under Temporal Drifts | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=7CUutNeDDg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/elvishelvis/lca-on-the-line | [
"Jia Shi",
"Gautam Rajendrakumar Gare",
"Jinjin Tian",
"Siqi Chai",
"Zhiqiu Lin",
"Arun Balajee Vasudevan",
"Di Feng",
"Francesco Ferroni",
"Shu Kong",
"Deva Ramanan"
] | LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies | 5 |
|||
Workshop/DistShift | https://openreview.net/forum?id=75A7QJgNey | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Louis Kirsch",
"James Harrison",
"C. Daniel Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] | Towards General-Purpose In-Context Learning Agents | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=5ck1WQ4yW4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rulin Shao",
"Sewon Min",
"Luke Zettlemoyer",
"Pang Wei Koh"
] | Retrieval-based Language Models Using a Multi-domain Datastore | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=562Bx0qZT5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Wenyi Wang",
"Louis Kirsch",
"Francesco Faccio",
"Mingchen Zhuge",
"Jürgen Schmidhuber"
] | Continually Adapting Optimizers Improve Meta-Generalization | null |
|||
Workshop/DistShift | https://openreview.net/forum?id=36yDnEOgKn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Annie S Chen",
"Yoonho Lee",
"Amrith Setlur",
"Sergey Levine",
"Chelsea Finn"
] | Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=zu80h9YryU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Fabricio Dos Santos",
"Tara Akhound-Sadegh",
"Siamak Ravanbakhsh"
] | Physics-Informed Transformer Networks | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=x2Mscu1b7H | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hari Raval",
"Pavlos Protopapas"
] | Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=wErWEsPY8g | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Keyan Miao",
"Konstantinos Gatsis"
] | Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=vovIKF6skz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jinlin Xiang",
"Bozhao Qi",
"Marc Cerou",
"Wei Zhao",
"Qi Tang"
] | Data-Driven Neural-ODE Modeling for Breast Cancer Tumor Dynamics and Progression-Free Survival Predictions | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=vNH92x7KXU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lilian Wong"
] | Orthogonal Polynomials Quadrature Algorithm: a functional analytic approach to inverse problems in deep learning | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=us4qvNWeGB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Qiyu Kang",
"Yanan Zhao",
"Kai Zhao",
"Xuhao Li",
"Qinxu Ding",
"Wee Peng Tay",
"Sijie Wang"
] | Advancing Graph Neural Networks Through Joint Time-Space Dynamics | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=sa7WBZgjrX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Pablo Flores",
"Olga Graf",
"Pavlos Protopapas",
"Karim Pichara"
] | Two-Step Bayesian PINNs for Uncertainty Estimation | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=rnhkE2vb4r | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Progyan Das",
"Dwip Dalal",
"Anirban Dasgupta"
] | ODESolvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=qd7q9lB5hY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Colin White",
"Julius Berner",
"Jean Kossaifi",
"Mogab Elleithy",
"David Pitt",
"Daniel Leibovici",
"Zongyi Li",
"Kamyar Azizzadenesheli",
"Anima Anandkumar"
] | Physics-Informed Neural Operators with Exact Differentiation on Arbitrary Geometries | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=nl1ZzdHpab | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Reza Akbarian Bafghi",
"Maziar Raissi"
] | PINNs-Torch: Enhancing Speed and Usability of Physics-Informed Neural Networks with PyTorch | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=kZmxbQ0l3l | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Patrick Chatain",
"Adam M Oberman"
] | Deep PDE Solvers for Subgrid Modelling and Out-of-Distribution Generalization | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=eu0Bhwg8hy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Vardhan Dongre",
"Gurpreet Singh Hora"
] | Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific application | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=eOODNEuD7D | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shane Josias",
"Willie Brink"
] | Multimodal base distributions for continuous-time normalising flows | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=eGH9uUqD9P | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Siddarth Asokan",
"Chandra Sekhar Seelamantula"
] | ELeGANt: An Euler-Lagrange Analysis of Wasserstein Generative Adversarial Networks | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=IUowDkxcci | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yexiang Xue"
] | Vertical AI-driven Scientific Discovery | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=FsJ2FdQ19C | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jerry Weihong Liu",
"N. Benjamin Erichson",
"Kush Bhatia",
"Michael W. Mahoney",
"Christopher Re"
] | Does In-Context Operator Learning Generalize to Domain-Shifted Settings? | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=9hcsB4oYxG | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Léa Demeule",
"Mahtab Sandhu",
"Glen Berseth"
] | Adaptive Resolution Residual Networks | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=6sJqg7xwio | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexander Lobashev",
"Nikita Turko",
"Konstantin Ushakov",
"Maxim Kaurkin",
"Rashit Ibrayev"
] | On the Generalization of Deep Neural Networks for Optimal Sensor Placement in Global Ocean Forecasting | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=3FBY4NdDVU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nico Disch",
"David Zimmerer"
] | A Holistic Vision: Modeling Patient Trajectories in Longitudinal Medical Imaging | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=1phOqr675L | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Haoyue Tang",
"Tian Xie",
"Aosong Feng",
"Hanyu Wang",
"Chenyang Zhang",
"Yang Bai"
] | Solving Noisy Inverse Problems via Posterior Sampling: A Policy Gradient View-Point | null |
|||
Workshop/DLDE | https://openreview.net/forum?id=1J9xoPFaKU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Taniya Kapoor",
"Abhishek Chandra",
"Daniel Tartakovsky",
"Hongrui Wang",
"Alfredo Núñez",
"Rolf Dollevoet"
] | Neural oscillators for generalizing parametric PDEs | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=yWO07xH7PB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Joshua Yao-Yu Lin"
] | MolSiam: Simple Siamese Self-supervised Representation Learning for Small Molecules | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=ySUsZqIskj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"You Wu",
"Omid Bazgir",
"Yongju Lee",
"Tommaso Biancalani",
"James Lu",
"Ehsan Hajiramezanali"
] | Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=yOmTE8XCyF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mirko Torrisi",
"Saeid Asadollahi",
"Antonio De la Vega de Leon",
"Kai Wang",
"Wilbert Copeland"
] | Do chemical language models provide a better compound representation? | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=tXKSsUeseq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] | Inpainting Protein Sequence and Structure with ProtFill | null |
|||
Workshop/AI4D3 | https://openreview.net/forum?id=rNUnPbHilv | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Amir Pouya Shanehsazzadeh"
] | In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding | null |
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