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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
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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
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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
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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
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https://openreview.net/forum?id=PSjFGJpyZI
|
poster
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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
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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
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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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