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Workshop/FMDM | https://openreview.net/forum?id=HXWpdyTUsL | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AVIS: Autonomous Visual Information Seeking with Large Language Model Agent | [
"Ziniu Hu"
] | |
Workshop/FMDM | https://openreview.net/forum?id=GrkgKtOjaH | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents | [
"Jingqing Ruan",
"YiHong Chen",
"Bin Zhang",
"Zhiwei Xu",
"Tianpeng Bao",
"du guo qing",
"shi shiwei",
"Hangyu Mao",
"Ziyue Li",
"Xingyu Zeng",
"Rui Zhao"
] | |
Workshop/FMDM | https://openreview.net/forum?id=GYTxBuYMfC | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ℬ-Coder: On Value-Based Deep Reinforcement Learning for Program Synthesis | [
"Zishun Yu",
"Yunzhe Tao",
"Liyu Chen",
"Tao Sun",
"Hongxia Yang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=FzpfPa6unv | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TD-MPC2: Scalable, Robust World Models for Continuous Control | [
"Nicklas Hansen",
"Hao Su",
"Xiaolong Wang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=FtgaSZKFti | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Scaling Offline Q-Learning with Vision Transformers | [
"Yingjie Miao",
"Jordi Orbay",
"Rishabh Agarwal",
"Aviral Kumar",
"George Tucker",
"Aleksandra Faust"
] | |
Workshop/FMDM | https://openreview.net/forum?id=FDeV7BOcob | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Large Language Models as Commonsense Knowledge for Large-Scale Task Planning | [
"Zirui Zhao",
"Wee Sun Lee",
"David Hsu"
] | |
Workshop/FMDM | https://openreview.net/forum?id=DpUEkGZ6wl | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Linear diffusion models meet contextual bandits with large action spaces | [
"Imad Aouali"
] | |
Workshop/FMDM | https://openreview.net/forum?id=CvKhipf77V | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Policy-Gradient Training of Language Models for Ranking | [
"Ge Gao",
"Jonathan Daniel Chang",
"Claire Cardie",
"Kianté Brantley",
"Thorsten Joachims"
] | |
Workshop/FMDM | https://openreview.net/forum?id=8v8AVAo6E5 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Motif: Intrinsic Motivation from Artificial Intelligence Feedback | [
"Martin Klissarov",
"Pierluca D'Oro",
"Shagun Sodhani",
"Roberta Raileanu",
"Pierre-Luc Bacon",
"Pascal Vincent",
"Amy Zhang",
"Mikael Henaff"
] | |
Workshop/FMDM | https://openreview.net/forum?id=5wiFcIvy84 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Language-Conditioned Semantic Search-Based Policy for Robotic Manipulation Tasks | [
"Jannik Sheikh",
"Andrew Melnik",
"Gora Chand Nandi",
"Robert Haschke"
] | |
Workshop/FMDM | https://openreview.net/forum?id=5lcPe6DqfI | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | NexusRaven: A Commercially-Permissive Language Model for Function Calling | [
"Venkat Krishna Srinivasan",
"Zhen Dong",
"Banghua Zhu",
"Brian Yu",
"Damon Mosk-Aoyama",
"Kurt Keutzer",
"Jiantao Jiao",
"Jian Zhang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=5TIdOk7XQ6 | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Mitigating Generative Agent Social Dilemmas | [
"Julian Yocum",
"Phillip J.K. Christoffersen",
"Mehul Damani",
"Justin Svegliato",
"Dylan Hadfield-Menell",
"Stuart Russell"
] | |
Workshop/FMDM | https://openreview.net/forum?id=5IH0pideQK | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | In-Context Multi-Armed Bandits via Supervised Pretraining | [
"Fred Weiying Zhang",
"Jiaxin Ye",
"Zhuoran Yang"
] | |
Workshop/FMDM | https://openreview.net/forum?id=2KY3WwgcTi | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Pre-Training and Fine-Tuning Generative Flow Networks | [
"Ling Pan",
"Moksh Jain",
"Kanika Madan",
"Yoshua Bengio"
] | |
Workshop/FMDM | https://openreview.net/forum?id=1SJZVCahQW | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Closing the Gap between TD Learning and Supervised Learning – A Generalisation Point of View. | [
"Raj Ghugare",
"Matthieu Geist",
"Glen Berseth",
"Benjamin Eysenbach"
] | |
Workshop/FMDM | https://openreview.net/forum?id=0ByowhQGUG | fmdm@neurips2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Confronting Reward Model Overoptimization with Constrained RLHF | [
"Ted Moskovitz",
"Aaditya Singh",
"DJ Strouse",
"Tuomas Sandholm",
"Ruslan Salakhutdinov",
"Anca Dragan",
"Stephen McAleer"
] | |
Workshop/MLSys | https://openreview.net/forum?id=zy8GQiHUiW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SmartChoices: Augmenting Software with Learned Implementations | null | |
Workshop/MLSys | https://openreview.net/forum?id=wkAFNdzhli | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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 | NaT | 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 | NaT | 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 | NaT | Learning Distributed Protocols with Zero Knowledge | null | |
Workshop/MLSys | https://openreview.net/forum?id=t7BEqidKsk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | ZeRO++: Extremely Efficient Collective Communication for Large Model Training | null | |
Workshop/MLSys | https://openreview.net/forum?id=Z7v6mxNVdU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration | null | |
Workshop/MLSys | https://openreview.net/forum?id=TMvtla5bOP | oralposter | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | Multi-Agent Join | null | |
Workshop/MLSys | https://openreview.net/forum?id=C4nDgK47OJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | 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 | NaT | Can Transformer Models Generalize Via In-Context Learning Beyond Pretraining Data? | [
"Steve Yadlowsky",
"Lyric Doshi",
"Nilesh Tripuraneni"
] | |
Workshop/DistShift | https://openreview.net/forum?id=kN5BXh9buY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Probing the Equivariance of Image Embeddings | [
"Cyrus Rashtchian",
"Charles Herrmann",
"Chun-Sung Ferng",
"Ayan Chakrabarti",
"Dilip Krishnan",
"Deqing Sun",
"Da-Cheng Juan",
"Andrew Tomkins"
] | |
Workshop/DistShift | https://openreview.net/forum?id=k9EfAJhFZc | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LLM Routing with Benchmark Datasets | [
"Tal Shnitzer",
"Anthony Ou",
"Mírian Silva",
"Kate Soule",
"Yuekai Sun",
"Justin Solomon",
"Neil Thompson",
"Mikhail Yurochkin"
] | |
Workshop/DistShift | https://openreview.net/forum?id=iv0i39JlbP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data | [
"Caroline Choi",
"Yoonho Lee",
"Annie S Chen",
"Allan Zhou",
"Aditi Raghunathan",
"Chelsea Finn"
] | |
Workshop/DistShift | https://openreview.net/forum?id=fh0nxeyXDr | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Reliable Test-Time Adaptation via Agreement-on-the-Line | [
"Eungyeup Kim",
"Mingjie Sun",
"Aditi Raghunathan",
"J Zico Kolter"
] | |
Workshop/DistShift | https://openreview.net/forum?id=ecufIfDNn0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Reward Model Underspecification in Language Model Alignment | [
"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"
] | |
Workshop/DistShift | https://openreview.net/forum?id=eBcXM9ebdP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Causally-Aware Representations of Multi-Agent Interactions | [
"Yuejiang Liu",
"Ahmad Rahimi",
"Po-Chien Luan",
"Frano Rajič",
"Alexandre Alahi"
] | |
Workshop/DistShift | https://openreview.net/forum?id=ar9IclPk8O | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On Mitigating Shortcut Learning for Fair Chest X-ray Classification under Distribution Shift | [
"Yuzhe Yang",
"Haoran Zhang",
"Dina Katabi",
"Marzyeh Ghassemi"
] | |
Workshop/DistShift | https://openreview.net/forum?id=Zz7eZoR1VN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Are all classes created equal? Domain Generalization for Domain-Linked Classes | [
"Kimathi Kaai",
"Saad Hossain",
"Sirisha Rambhatla"
] | |
Workshop/DistShift | https://openreview.net/forum?id=ZKtZ7KQ6G5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Data Filtering Networks | [
"Alex Fang",
"Albin Madappally Jose",
"Amit Jain",
"Ludwig Schmidt",
"Alexander T Toshev",
"Vaishaal Shankar"
] | |
Workshop/DistShift | https://openreview.net/forum?id=YV3MJo1uRa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Domain Adaptation | [
"Dapeng Hu",
"Jian Liang",
"Xinchao Wang",
"Chuan-Sheng Foo"
] | |
Workshop/DistShift | https://openreview.net/forum?id=SfRa1zGxCg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Simplifying and Stabilizing Model Selection in Unsupervised Domain Adaptation | [
"Dapeng Hu",
"Mi Luo",
"Jian Liang",
"Chuan-Sheng Foo"
] | |
Workshop/DistShift | https://openreview.net/forum?id=SAu298HU2I | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Context-Aware Meta-Learning | [
"Christopher Fifty",
"Dennis Duan",
"Ronald Guenther Junkins",
"Ehsan Amid",
"Jure Leskovec",
"Christopher Re",
"Sebastian Thrun"
] | |
Workshop/DistShift | https://openreview.net/forum?id=S9h0eLl71q | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Calibrated Robust Fine-Tuning of Vision-Language Models | [
"Changdae Oh",
"Mijoo Kim",
"Hyesu Lim",
"Junhyeok Park",
"Euiseog Jeong",
"Zhi-Qi Cheng",
"Kyungwoo Song"
] | |
Workshop/DistShift | https://openreview.net/forum?id=QomMx4zOEI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Transfer Learning, Reinforcement Learning for Adaptive Control Optimization under Distribution Shift | [
"Pankaj Rajak",
"Wojciech Kowalinski",
"Fei Wang"
] | |
Workshop/DistShift | https://openreview.net/forum?id=PSjFGJpyZI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Context is Environment | [
"Sharut Gupta",
"David Lopez-Paz",
"Stefanie Jegelka",
"Kartik Ahuja"
] | |
Workshop/DistShift | https://openreview.net/forum?id=Og4BHvCA8h | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Does CLIP’s generalization performance mainly stem from high train-test similarity? | [
"Prasanna Mayilvahanan",
"Thaddäus Wiedemer",
"Evgenia Rusak",
"Matthias Bethge",
"Wieland Brendel"
] | |
Workshop/DistShift | https://openreview.net/forum?id=KfgxnxTvp3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Nearest Neighbor-Based Concept Drift Detection Strategy for Reliable Condition Monitoring | [
"Nicolas Jourdan"
] | |
Workshop/DistShift | https://openreview.net/forum?id=KWvKwgIxnD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Improving Domain Generalization in Contrastive Learning using Domain-Aware Temperature Control | [
"Robert A Lewis",
"Katie Matton",
"Rosalind Picard",
"John Guttag"
] | |
Workshop/DistShift | https://openreview.net/forum?id=IITCBnEYiV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Stochastic linear dynamics in parameters to deal with Neural Networks plasticity loss | [
"Alexandre Galashov",
"Michalis Titsias",
"Razvan Pascanu",
"Yee Whye Teh",
"Maneesh Sahani"
] | |
Workshop/DistShift | https://openreview.net/forum?id=HpY9tkX3Ui | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Can Transformers In-Context Learn Task Mixtures? | [
"Nilesh Tripuraneni",
"Lyric Doshi",
"Steve Yadlowsky"
] | |
Workshop/DistShift | https://openreview.net/forum?id=FiqXqKR26c | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On selective classification under distribution shift | [
"Luís Felipe Prates Cattelan",
"Danilo Silva"
] | |
Workshop/DistShift | https://openreview.net/forum?id=Fd00jISBD0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Understanding subgroup performance differences of fair predictors using causal models | [
"Stephen Robert Pfohl",
"Natalie Harris",
"Chirag Nagpal",
"David Madras",
"Vishwali Mhasawade",
"Olawale Elijah Salaudeen",
"Katherine A Heller",
"Sanmi Koyejo",
"Alexander Nicholas D'Amour"
] | |
Workshop/DistShift | https://openreview.net/forum?id=EOPSlQGl2f | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AutoVP: An Automated Visual Prompting Framework and Benchmark | [
"Hsi-Ai Tsao",
"Lei Hsiung",
"Pin-Yu Chen",
"Sijia Liu",
"Tsung-Yi Ho"
] | |
Workshop/DistShift | https://openreview.net/forum?id=DbsCOyoPRl | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Continual Learning with Low Rank Adaptation | [
"Martin Wistuba",
"Prabhu Teja S",
"Lukas Balles",
"Giovanni Zappella"
] | |
Workshop/DistShift | https://openreview.net/forum?id=D67r01BYYP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Bilevel Optimization to Learn Training Distributions for Language Modeling under Domain Shift | [
"David Grangier",
"Pierre Ablin",
"Awni Hannun"
] | |
Workshop/DistShift | https://openreview.net/forum?id=BTOBu7y2ZD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Channel Selection for Test-Time Adaptation Under Distribution Shift | [
"Pedro Vianna",
"Muawiz Sajjad Chaudhary",
"An Tang",
"Guy Cloutier",
"Guy Wolf",
"Michael Eickenberg",
"Eugene Belilovsky"
] | |
Workshop/DistShift | https://openreview.net/forum?id=Agekm5fdW3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Better than Balancing: Debiasing through Data Attribution | [
"Saachi Jain",
"Kimia Hamidieh",
"Kristian Georgiev",
"Marzyeh Ghassemi",
"Aleksander Madry"
] | |
Workshop/DistShift | https://openreview.net/forum?id=8fKaSNB0nX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Global, General-Purpose Pretrained Geographic Location Encoders | [
"Konstantin Klemmer",
"Esther Rolf",
"Caleb Robinson",
"Lester Mackey",
"Marc Rußwurm"
] | |
Workshop/DistShift | https://openreview.net/forum?id=7yVBYSPI8Z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | HyperNetwork Approximating Future Parameters for Time Series Forecasting under Temporal Drifts | [
"Jaehoon Lee",
"Chan Kim",
"Gyumin Lee",
"Haksoo Lim",
"Jeongwhan Choi",
"Kookjin Lee",
"Dongeun Lee",
"Sanghyun Hong",
"Noseong Park"
] | |
Workshop/DistShift | https://openreview.net/forum?id=7CUutNeDDg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies | [
"Jia Shi",
"Gautam Rajendrakumar Gare",
"Jinjin Tian",
"Siqi Chai",
"Zhiqiu Lin",
"Arun Balajee Vasudevan",
"Di Feng",
"Francesco Ferroni",
"Shu Kong",
"Deva Ramanan"
] | |
Workshop/DistShift | https://openreview.net/forum?id=75A7QJgNey | poster | 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/DistShift | https://openreview.net/forum?id=5ck1WQ4yW4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Retrieval-based Language Models Using a Multi-domain Datastore | [
"Rulin Shao",
"Sewon Min",
"Luke Zettlemoyer",
"Pang Wei Koh"
] | |
Workshop/DistShift | https://openreview.net/forum?id=5LR6Ant2Sd | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TiC-CLIP: Continual Training of CLIP Models | [
"Saurabh Garg",
"Mehrdad Farajtabar",
"Hadi Pouransari",
"Raviteja Vemulapalli",
"Sachin Mehta",
"Oncel Tuzel",
"Vaishaal Shankar",
"Fartash Faghri"
] | |
Workshop/DistShift | https://openreview.net/forum?id=562Bx0qZT5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Continually Adapting Optimizers Improve Meta-Generalization | [
"Wenyi Wang",
"Louis Kirsch",
"Francesco Faccio",
"Mingchen Zhuge",
"Jürgen Schmidhuber"
] | |
Workshop/DistShift | https://openreview.net/forum?id=36yDnEOgKn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings | [
"Annie S Chen",
"Yoonho Lee",
"Amrith Setlur",
"Sergey Levine",
"Chelsea Finn"
] | |
Workshop/DistShift | https://openreview.net/forum?id=2aXFFOp4nX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Two-stage LLM Fine-tuning with Less Specialization and More Generalization | [
"Yihan Wang",
"Si Si",
"Daliang Li",
"Michal Lukasik",
"Felix Yu",
"Cho-Jui Hsieh",
"Inderjit S Dhillon",
"Sanjiv Kumar"
] | |
Workshop/DLDE | https://openreview.net/forum?id=zu80h9YryU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Physics-Informed Transformer Networks | [
"Fabricio Dos Santos",
"Tara Akhound-Sadegh",
"Siamak Ravanbakhsh"
] | |
Workshop/DLDE | https://openreview.net/forum?id=x2Mscu1b7H | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations | [
"Hari Raval",
"Pavlos Protopapas"
] | |
Workshop/DLDE | https://openreview.net/forum?id=wErWEsPY8g | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs | [
"Keyan Miao",
"Konstantinos Gatsis"
] | |
Workshop/DLDE | https://openreview.net/forum?id=wBFkDlxOPw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems | [
"Zijie Huang",
"Jeehyun Hwang",
"Junkai Zhang",
"Jinwoo Baik",
"Weitong Zhang",
"Dominik Wodarz",
"Yizhou Sun",
"Quanquan Gu",
"Wei Wang"
] | |
Workshop/DLDE | https://openreview.net/forum?id=vovIKF6skz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Data-Driven Neural-ODE Modeling for Breast Cancer Tumor Dynamics and Progression-Free Survival Predictions | [
"Jinlin Xiang",
"Bozhao Qi",
"Marc Cerou",
"Wei Zhao",
"Qi Tang"
] | |
Workshop/DLDE | https://openreview.net/forum?id=vNH92x7KXU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Orthogonal Polynomials Quadrature Algorithm: a functional analytic approach to inverse problems in deep learning | [
"Lilian Wong"
] | |
Workshop/DLDE | https://openreview.net/forum?id=us4qvNWeGB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Advancing Graph Neural Networks Through Joint Time-Space Dynamics | [
"Qiyu Kang",
"Yanan Zhao",
"Kai Zhao",
"Xuhao Li",
"Qinxu Ding",
"Wee Peng Tay",
"Sijie Wang"
] | |
Workshop/DLDE | https://openreview.net/forum?id=sa7WBZgjrX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Two-Step Bayesian PINNs for Uncertainty Estimation | [
"Pablo Flores",
"Olga Graf",
"Pavlos Protopapas",
"Karim Pichara"
] | |
Workshop/DLDE | https://openreview.net/forum?id=rnhkE2vb4r | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ODESolvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning | [
"Progyan Das",
"Dwip Dalal",
"Anirban Dasgupta"
] | |
Workshop/DLDE | https://openreview.net/forum?id=qd7q9lB5hY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Physics-Informed Neural Operators with Exact Differentiation on Arbitrary Geometries | [
"Colin White",
"Julius Berner",
"Jean Kossaifi",
"Mogab Elleithy",
"David Pitt",
"Daniel Leibovici",
"Zongyi Li",
"Kamyar Azizzadenesheli",
"Anima Anandkumar"
] | |
Workshop/DLDE | https://openreview.net/forum?id=nl1ZzdHpab | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | PINNs-Torch: Enhancing Speed and Usability of Physics-Informed Neural Networks with PyTorch | [
"Reza Akbarian Bafghi",
"Maziar Raissi"
] | |
Workshop/DLDE | https://openreview.net/forum?id=kZmxbQ0l3l | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Deep PDE Solvers for Subgrid Modelling and Out-of-Distribution Generalization | [
"Patrick Chatain",
"Adam M Oberman"
] | |
Workshop/DLDE | https://openreview.net/forum?id=fUrEuIiF9B | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Neural Differential Recurrent Neural Network with Adaptive Time Steps | [
"Yixuan Tan",
"Liyan Xie",
"Xiuyuan Cheng"
] | |
Workshop/DLDE | https://openreview.net/forum?id=eu0Bhwg8hy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific application | [
"Vardhan Dongre",
"Gurpreet Singh Hora"
] | |
Workshop/DLDE | https://openreview.net/forum?id=eOODNEuD7D | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multimodal base distributions for continuous-time normalising flows | [
"Shane Josias",
"Willie Brink"
] | |
Workshop/DLDE | https://openreview.net/forum?id=eGH9uUqD9P | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ELeGANt: An Euler-Lagrange Analysis of Wasserstein Generative Adversarial Networks | [
"Siddarth Asokan",
"Chandra Sekhar Seelamantula"
] | |
Workshop/DLDE | https://openreview.net/forum?id=Lhm15nDeGH | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Can Physics informed Neural Operators Self Improve? | [
"Ritam Majumdar",
"Amey Varhade",
"Shirish Karande",
"Lovekesh Vig"
] | |
Workshop/DLDE | https://openreview.net/forum?id=IUowDkxcci | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Vertical AI-driven Scientific Discovery | [
"Yexiang Xue"
] | |
Workshop/DLDE | https://openreview.net/forum?id=FsJ2FdQ19C | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Does In-Context Operator Learning Generalize to Domain-Shifted Settings? | [
"Jerry Weihong Liu",
"N. Benjamin Erichson",
"Kush Bhatia",
"Michael W. Mahoney",
"Christopher Re"
] | |
Workshop/DLDE | https://openreview.net/forum?id=9hcsB4oYxG | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Adaptive Resolution Residual Networks | [
"Léa Demeule",
"Mahtab Sandhu",
"Glen Berseth"
] | |
Workshop/DLDE | https://openreview.net/forum?id=6sJqg7xwio | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On the Generalization of Deep Neural Networks for Optimal Sensor Placement in Global Ocean Forecasting | [
"Alexander Lobashev",
"Nikita Turko",
"Konstantin Ushakov",
"Maxim Kaurkin",
"Rashit Ibrayev"
] | |
Workshop/DLDE | https://openreview.net/forum?id=3FBY4NdDVU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Holistic Vision: Modeling Patient Trajectories in Longitudinal Medical Imaging | [
"Nico Disch",
"David Zimmerer"
] | |
Workshop/DLDE | https://openreview.net/forum?id=1phOqr675L | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Solving Noisy Inverse Problems via Posterior Sampling: A Policy Gradient View-Point | [
"Haoyue Tang",
"Tian Xie",
"Aosong Feng",
"Hanyu Wang",
"Chenyang Zhang",
"Yang Bai"
] |
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