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|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/DistShift
|
https://openreview.net/forum?id=Zz7eZoR1VN
|
poster
|
Are all classes created equal? Domain Generalization for Domain-Linked Classes
|
[
"Kimathi Kaai",
"Saad Hossain",
"Sirisha Rambhatla"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=ZZNzQ810dK
|
poster
|
2309.16748
|
Discovering environments with XRM
|
[
"Mohammad Pezeshki",
"Diane Bouchacourt",
"Mark Ibrahim",
"Nicolas Ballas",
"Pascal Vincent",
"David Lopez-Paz"
] |
[
"https://github.com/facebookresearch/XRM"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=ZKtZ7KQ6G5
|
poster
|
2309.17425
|
Data Filtering Networks
|
[
"Alex Fang",
"Albin Madappally Jose",
"Amit Jain",
"Ludwig Schmidt",
"Alexander T Toshev",
"Vaishaal Shankar"
] |
https://huggingface.co/papers/2309.17425
|
[
""
] |
[] |
[
"apple/DFN5B-CLIP-ViT-H-14-378",
"apple/DFN5B-CLIP-ViT-H-14",
"apple/DFN2B-CLIP-ViT-L-14",
"apple/DFN2B-CLIP-ViT-B-16",
"apple/MobileCLIP-S1-OpenCLIP",
"apple/MobileCLIP-B-LT-OpenCLIP",
"apple/MobileCLIP-B-LT",
"apple/MobileCLIP-S2-OpenCLIP",
"apple/mobileclip_s0_timm",
"apple/mobileclip_b_lt_timm",
"apple/MobileCLIP-S0",
"apple/MobileCLIP-S1",
"apple/MobileCLIP-S2",
"Citaman/VeCLIP",
"apple/mobileclip_s2_timm",
"apple/mobileclip_b_timm",
"apple/mobileclip_s1_timm",
"apple/MobileCLIP-B",
"apple/MobileCLIP-B-OpenCLIP",
"TingfengLuo/apple444",
"apple/DFN2B-CLIP-ViT-L-14-39B",
"apple/DFN-public"
] |
[
"apf1/datafilteringnetworks_2b"
] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=Z05m9cRpRa
|
poster
|
2310.17567
|
Skill-Mix: A Flexible and Expandable Family of Evaluations for AI Models
|
[
"Dingli Yu",
"Simran Kaur",
"Arushi Gupta",
"Jonah Brown-Cohen",
"Anirudh Goyal",
"Sanjeev Arora"
] |
https://huggingface.co/papers/2310.17567
|
[
""
] |
[
"dingliyu/skillmix"
] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=YV3MJo1uRa
|
poster
|
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Domain Adaptation
|
[
"Dapeng Hu",
"Jian Liang",
"Xinchao Wang",
"Chuan-Sheng Foo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=XQ1cGxdB3o
|
poster
|
2403.00194
|
Ask Your Distribution Shift if Pre-Training is Right for You
|
[
"Benjamin Cohen-Wang",
"Joshua Vendrow",
"Aleksander Madry"
] |
[
"https://github.com/madrylab/pretraining-distribution-shift-robustness"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=VGS4RCX3OY
|
poster
|
2311.15961
|
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
|
[
"Jiawei Ge",
"Shange Tang",
"Jianqing Fan",
"Cong Ma",
"Chi Jin"
] |
https://huggingface.co/papers/2311.15961
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=SfRa1zGxCg
|
poster
|
Simplifying and Stabilizing Model Selection in Unsupervised Domain Adaptation
|
[
"Dapeng Hu",
"Mi Luo",
"Jian Liang",
"Chuan-Sheng Foo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=SAu298HU2I
|
poster
|
2310.10971
|
Context-Aware Meta-Learning
|
[
"Christopher Fifty",
"Dennis Duan",
"Ronald Guenther Junkins",
"Ehsan Amid",
"Jure Leskovec",
"Christopher Re",
"Sebastian Thrun"
] |
https://huggingface.co/papers/2310.10971
|
[
"https://github.com/cfifty/CAML"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=S9h0eLl71q
|
poster
|
2311.01723
|
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
|
[
"Changdae Oh",
"Mijoo Kim",
"Hyesu Lim",
"Junhyeok Park",
"Euiseog Jeong",
"Zhi-Qi Cheng",
"Kyungwoo Song"
] |
[
"https://github.com/MLAI-Yonsei/CaRot"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=QomMx4zOEI
|
poster
|
Transfer Learning, Reinforcement Learning for Adaptive Control Optimization under Distribution Shift
|
[
"Pankaj Rajak",
"Wojciech Kowalinski",
"Fei Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=PSjFGJpyZI
|
poster
|
2309.09888
|
Context is Environment
|
[
"Sharut Gupta",
"David Lopez-Paz",
"Stefanie Jegelka",
"Kartik Ahuja"
] |
https://huggingface.co/papers/2309.09888
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=Og4BHvCA8h
|
oral
|
Does CLIP’s generalization performance mainly stem from high train-test similarity?
|
[
"Prasanna Mayilvahanan",
"Thaddäus Wiedemer",
"Evgenia Rusak",
"Matthias Bethge",
"Wieland Brendel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=NbaYFHLTd8
|
poster
|
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
|
[
"Shaunak Halbe",
"James Seale Smith",
"Junjiao Tian",
"Zsolt Kira"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=KfgxnxTvp3
|
poster
|
A Nearest Neighbor-Based Concept Drift Detection Strategy for Reliable Condition Monitoring
|
[
"Nicolas Jourdan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=KWvKwgIxnD
|
poster
|
Improving Domain Generalization in Contrastive Learning using Domain-Aware Temperature Control
|
[
"Robert A Lewis",
"Katie Matton",
"Rosalind Picard",
"John Guttag"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=IITCBnEYiV
|
poster
|
Stochastic linear dynamics in parameters to deal with Neural Networks plasticity loss
|
[
"Alexandre Galashov",
"Michalis Titsias",
"Razvan Pascanu",
"Yee Whye Teh",
"Maneesh Sahani"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=HpY9tkX3Ui
|
poster
|
Can Transformers In-Context Learn Task Mixtures?
|
[
"Nilesh Tripuraneni",
"Lyric Doshi",
"Steve Yadlowsky"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=HSBV4cCheG
|
poster
|
2311.09661
|
Evolving Domain Adaptation of Pretrained Language Models for Text Classification
|
[
"Yun-Shiuan Chuang",
"Rheeya Uppaal",
"Yi Wu",
"Luhang Sun",
"Makesh Narsimhan Sreedhar",
"Sijia Yang",
"Timothy T. Rogers",
"Junjie Hu"
] |
https://huggingface.co/papers/2311.09661
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=HDE2jw5np7
|
poster
|
2310.06622
|
Robustness May be More Brittle than We Think under Different Degrees of Distribution Shifts
|
[
"Kaican Li",
"Yifan Zhang",
"Lanqing HONG",
"Zhenguo Li",
"Nevin L. Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=FiqXqKR26c
|
poster
|
On selective classification under distribution shift
|
[
"Luís Felipe Prates Cattelan",
"Danilo Silva"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=Fd00jISBD0
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=EOPSlQGl2f
|
poster
|
2310.08381
|
AutoVP: An Automated Visual Prompting Framework and Benchmark
|
[
"Hsi-Ai Tsao",
"Lei Hsiung",
"Pin-Yu Chen",
"Sijia Liu",
"Tsung-Yi Ho"
] |
https://huggingface.co/papers/2310.08381
|
[
"https://github.com/IBM/AutoVP"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=DwEENEkkLi
|
poster
|
2312.08033
|
Beyond Top-Class Agreement: Using Divergences to Forecast Performance under Distribution Shift
|
[
"Mona Schirmer",
"Dan Zhang",
"Eric Nalisnick"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=DbsCOyoPRl
|
poster
|
2311.17601
|
Continual Learning with Low Rank Adaptation
|
[
"Martin Wistuba",
"Prabhu Teja S",
"Lukas Balles",
"Giovanni Zappella"
] |
https://huggingface.co/papers/2311.17601
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=DSone8L3Me
|
poster
|
2306.14306
|
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
|
[
"Anna Bair",
"Hongxu Yin",
"Maying Shen",
"Pavlo Molchanov",
"Jose M. Alvarez"
] |
https://huggingface.co/papers/2306.14306
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=D67r01BYYP
|
poster
|
Bilevel Optimization to Learn Training Distributions for Language Modeling under Domain Shift
|
[
"David Grangier",
"Pierre Ablin",
"Awni Hannun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=CDBNgMEE6t
|
poster
|
2311.05054
|
Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
|
[
"Jiashuo Liu",
"Jiayun Wu",
"Tianyu Wang",
"Hao Zou",
"Peng Cui"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=BTOBu7y2ZD
|
poster
|
Channel Selection for Test-Time Adaptation Under Distribution Shift
|
[
"Pedro Vianna",
"Muawiz Sajjad Chaudhary",
"An Tang",
"Guy Cloutier",
"Guy Wolf",
"Michael Eickenberg",
"Eugene Belilovsky"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=Agekm5fdW3
|
poster
|
Better than Balancing: Debiasing through Data Attribution
|
[
"Saachi Jain",
"Kimia Hamidieh",
"Kristian Georgiev",
"Marzyeh Ghassemi",
"Aleksander Madry"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=9TVx8T0U1h
|
poster
|
2312.05435
|
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts
|
[
"Xiruo Ding",
"Zhecheng Sheng",
"Brian Hur",
"Feng Chen",
"Serguei V. S. Pakhomov",
"Trevor Cohen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=8fKaSNB0nX
|
poster
|
Towards Global, General-Purpose Pretrained Geographic Location Encoders
|
[
"Konstantin Klemmer",
"Esther Rolf",
"Caleb Robinson",
"Lester Mackey",
"Marc Rußwurm"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=7yVBYSPI8Z
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=7CUutNeDDg
|
poster
|
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"
] |
[
"https://github.com/elvishelvis/lca-on-the-line"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=75A7QJgNey
|
poster
|
Towards General-Purpose In-Context Learning Agents
|
[
"Louis Kirsch",
"James Harrison",
"C. Daniel Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=6dNxE7ikrw
|
poster
|
2303.08117
|
Do Transformers Parse while Predicting the Masked Word?
|
[
"Haoyu Zhao",
"Abhishek Panigrahi",
"Rong Ge",
"Sanjeev Arora"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=6RiV6z7KjH
|
oral
|
2312.03878
|
Domain constraints improve risk prediction when outcome data is missing
|
[
"Sidhika Balachandar",
"Nikhil Garg",
"Emma Pierson"
] |
https://huggingface.co/papers/2312.03878
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=5ck1WQ4yW4
|
poster
|
Retrieval-based Language Models Using a Multi-domain Datastore
|
[
"Rulin Shao",
"Sewon Min",
"Luke Zettlemoyer",
"Pang Wei Koh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=5LR6Ant2Sd
|
oral
|
2310.16226
|
TiC-CLIP: Continual Training of CLIP Models
|
[
"Saurabh Garg",
"Mehrdad Farajtabar",
"Hadi Pouransari",
"Raviteja Vemulapalli",
"Sachin Mehta",
"Oncel Tuzel",
"Vaishaal Shankar",
"Fartash Faghri"
] |
https://huggingface.co/papers/2310.16226
|
[
"https://github.com/apple/ml-tic-clip"
] |
[] |
[
"apple/TiC-CLIP-bestpool-cumulative",
"apple/TiC-CLIP-basic-cumulative",
"apple/TiC-CLIP-basic-oracle",
"apple/TiC-CLIP-bestpool-sequential",
"apple/TiC-CLIP-basic-sequential",
"apple/TiC-CLIP-bestpool-oracle"
] |
[
"apple/TiC-DataComp"
] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=562Bx0qZT5
|
poster
|
Continually Adapting Optimizers Improve Meta-Generalization
|
[
"Wenyi Wang",
"Louis Kirsch",
"Francesco Faccio",
"Mingchen Zhuge",
"Jürgen Schmidhuber"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=4tt5vJshAg
|
poster
|
2402.03325
|
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
|
[
"Helen Qu",
"Sang Michael Xie"
] |
[
"https://github.com/helenqu/connect-later"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=36yDnEOgKn
|
poster
|
Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings
|
[
"Annie S Chen",
"Yoonho Lee",
"Amrith Setlur",
"Sergey Levine",
"Chelsea Finn"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DistShift
|
https://openreview.net/forum?id=2aXFFOp4nX
|
poster
|
2211.00635
|
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"
] |
https://huggingface.co/papers/2211.00635
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/DistShift
|
https://openreview.net/forum?id=22WdsLtGot
|
poster
|
2311.13374
|
An Empirical Study of Uncertainty Estimation Techniques for Detecting Drift in Data Streams
|
[
"Anton Winter",
"Nicolas Jourdan",
"Tristan Wirth",
"Volker Knauthe",
"Arjan Kuijper"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DistShift
|
https://openreview.net/forum?id=0Xemsc4Nlp
|
poster
|
2210.06759
|
Outlier-Robust Group Inference via Gradient Space Clustering
|
[
"Yuchen Zeng",
"Kristjan Greenewald",
"Luann Jung",
"Kangwook Lee",
"Justin Solomon",
"Mikhail Yurochkin"
] |
[
"https://github.com/yzeng58/private_demographics"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=zu80h9YryU
|
poster
|
Physics-Informed Transformer Networks
|
[
"Fabricio Dos Santos",
"Tara Akhound-Sadegh",
"Siamak Ravanbakhsh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=x2Mscu1b7H
|
poster
|
Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations
|
[
"Hari Raval",
"Pavlos Protopapas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=wErWEsPY8g
|
poster
|
Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs
|
[
"Keyan Miao",
"Konstantinos Gatsis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=wBFkDlxOPw
|
poster
|
2403.00178
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=vovIKF6skz
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=vNH92x7KXU
|
poster
|
Orthogonal Polynomials Quadrature Algorithm: a functional analytic approach to inverse problems in deep learning
|
[
"Lilian Wong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=us4qvNWeGB
|
poster
|
Advancing Graph Neural Networks Through Joint Time-Space Dynamics
|
[
"Qiyu Kang",
"Yanan Zhao",
"Kai Zhao",
"Xuhao Li",
"Qinxu Ding",
"Wee Peng Tay",
"Sijie Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=sa7WBZgjrX
|
poster
|
Two-Step Bayesian PINNs for Uncertainty Estimation
|
[
"Pablo Flores",
"Olga Graf",
"Pavlos Protopapas",
"Karim Pichara"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=rnhkE2vb4r
|
poster
|
ODESolvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning
|
[
"Progyan Das",
"Dwip Dalal",
"Anirban Dasgupta"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=qd7q9lB5hY
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=nl1ZzdHpab
|
poster
|
PINNs-Torch: Enhancing Speed and Usability of Physics-Informed Neural Networks with PyTorch
|
[
"Reza Akbarian Bafghi",
"Maziar Raissi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=mcIbqPMKCU
|
poster
|
2311.14931
|
One-Shot Transfer Learning for Nonlinear ODEs
|
[
"Wanzhou Lei",
"Pavlos Protopapas",
"Joy Parikh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=kZmxbQ0l3l
|
poster
|
Deep PDE Solvers for Subgrid Modelling and Out-of-Distribution Generalization
|
[
"Patrick Chatain",
"Adam M Oberman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=ihbEbWpaaF
|
poster
|
2311.05964
|
Multiscale Neural Operators for Solving Time-Independent PDEs
|
[
"Winfried Ripken",
"Lisa Coiffard",
"Felix Pieper",
"Sebastian Dziadzio"
] |
[
"https://github.com/merantix-momentum/multiscale-pde-operators"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=hiPJp5PhaX
|
poster
|
2306.14020
|
Individualized Dosing Dynamics via Neural Eigen Decomposition
|
[
"Stav Belogolovsky",
"Ido Greenberg",
"Danny Eytan",
"Shie Mannor"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=fUrEuIiF9B
|
poster
|
2306.01674
|
Neural Differential Recurrent Neural Network with Adaptive Time Steps
|
[
"Yixuan Tan",
"Liyan Xie",
"Xiuyuan Cheng"
] |
[
"https://github.com/yixuan-tan/rnn_ode_adap"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=eu0Bhwg8hy
|
poster
|
Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific application
|
[
"Vardhan Dongre",
"Gurpreet Singh Hora"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=eOODNEuD7D
|
poster
|
Multimodal base distributions for continuous-time normalising flows
|
[
"Shane Josias",
"Willie Brink"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=eGH9uUqD9P
|
poster
|
ELeGANt: An Euler-Lagrange Analysis of Wasserstein Generative Adversarial Networks
|
[
"Siddarth Asokan",
"Chandra Sekhar Seelamantula"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=RFFTb7DIqi
|
poster
|
2307.05735
|
Effective Latent Differential Equation Models via Attention and Multiple Shooting
|
[
"Germán Abrevaya",
"Mahta Ramezanian-Panahi",
"Jean-Christophe Gagnon-Audet",
"Pablo Polosecki",
"Irina Rish",
"Silvina Ponce Dawson",
"Guillermo Cecchi",
"Guillaume Dumas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=Lhm15nDeGH
|
poster
|
2311.13885
|
Can Physics informed Neural Operators Self Improve?
|
[
"Ritam Majumdar",
"Amey Varhade",
"Shirish Karande",
"Lovekesh Vig"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=IUowDkxcci
|
poster
|
Vertical AI-driven Scientific Discovery
|
[
"Yexiang Xue"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=I95YA5Vyjd
|
poster
|
2306.02731
|
Enhanced Distribution Modelling via Augmented Architectures For Neural ODE Flows
|
[
"Etrit Haxholli",
"Marco Lorenzi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=FsJ2FdQ19C
|
poster
|
Does In-Context Operator Learning Generalize to Domain-Shifted Settings?
|
[
"Jerry Weihong Liu",
"N. Benjamin Erichson",
"Kush Bhatia",
"Michael W. Mahoney",
"Christopher Re"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=9hcsB4oYxG
|
poster
|
Adaptive Resolution Residual Networks
|
[
"Léa Demeule",
"Mahtab Sandhu",
"Glen Berseth"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=8AYetbupoZ
|
poster
|
2310.06427
|
TANGO: Time-reversal Latent GraphODE for Multi-Agent Dynamical Systems
|
[
"Zijie Huang",
"Wanjia Zhao",
"Jingdong Gao",
"Ziniu Hu",
"Xiao Luo",
"Yadi Cao",
"Yuanzhou Chen",
"Yizhou Sun",
"Wei Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DLDE
|
https://openreview.net/forum?id=6sJqg7xwio
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=3FBY4NdDVU
|
poster
|
A Holistic Vision: Modeling Patient Trajectories in Longitudinal Medical Imaging
|
[
"Nico Disch",
"David Zimmerer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=1phOqr675L
|
poster
|
Solving Noisy Inverse Problems via Posterior Sampling: A Policy Gradient View-Point
|
[
"Haoyue Tang",
"Tian Xie",
"Aosong Feng",
"Hanyu Wang",
"Chenyang Zhang",
"Yang Bai"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DLDE
|
https://openreview.net/forum?id=1J9xoPFaKU
|
poster
|
Neural oscillators for generalizing parametric PDEs
|
[
"Taniya Kapoor",
"Abhishek Chandra",
"Daniel Tartakovsky",
"Hongrui Wang",
"Alfredo Núñez",
"Rolf Dollevoet"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=zzJNdbfeeW
|
poster
|
2312.00718
|
Removing Biases from Molecular Representations via Information Maximization
|
[
"Chenyu Wang",
"Sharut Gupta",
"Caroline Uhler",
"Tommi Jaakkola"
] |
https://huggingface.co/papers/2312.00718
|
[
"https://github.com/uhlerlab/infocore"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4D3
|
https://openreview.net/forum?id=yWO07xH7PB
|
poster
|
MolSiam: Simple Siamese Self-supervised Representation Learning for Small Molecules
|
[
"Joshua Yao-Yu Lin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=ySUsZqIskj
|
poster
|
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction
|
[
"You Wu",
"Omid Bazgir",
"Yongju Lee",
"Tommaso Biancalani",
"James Lu",
"Ehsan Hajiramezanali"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=yOmTE8XCyF
|
poster
|
Do chemical language models provide a better compound representation?
|
[
"Mirko Torrisi",
"Saeid Asadollahi",
"Antonio De la Vega de Leon",
"Kai Wang",
"Wilbert Copeland"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=w59xrN8ICQ
|
poster
|
2306.01474
|
Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
|
[
"Xiangzhe Kong",
"Wenbing Huang",
"Yang Liu"
] |
[
"https://github.com/thunlp-mt/get"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=tXKSsUeseq
|
poster
|
Inpainting Protein Sequence and Structure with ProtFill
|
[
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=rNUnPbHilv
|
oral
|
In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding
|
[
"Amir Pouya Shanehsazzadeh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=qj1Di608kj
|
poster
|
TopoPool: An Adaptive Graph Pooling Layer for Extracting Molecular and Protein Substructures
|
[
"Mattson Thieme",
"Majdi Hassan",
"Chetan Rupakheti",
"Kedar Balaji Thiagarajan",
"Abhishek Pandey",
"Han Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=olMBz7gxls
|
oral
|
Offline RL for generative design of protein binders
|
[
"Denis Tarasov",
"Ulrich Armel Mbou Sob",
"Miguel Arbesú",
"Nima H. Siboni",
"Sebastien Boyer",
"Andries Petrus Smit",
"Oliver Bent",
"Arnu Pretorius",
"Marcin J. Skwark"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=oRCo0RKAMA
|
poster
|
Online Learning of Optimal Prescriptions under Bandit Feedback with Unknown Contexts
|
[
"Hongju Park",
"Mohamad Kazem Shirani Faradonbeh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=nYTeNDMz0E
|
poster
|
Hit Expansion Driven By Machine Learning
|
[
"Jin Xu",
"Steven Kearnes",
"JW Feng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=k2PA7CUUJH
|
oral
|
2312.09236
|
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design
|
[
"Kieran Didi",
"Francisco Vargas",
"Simon Mathis",
"Vincent Dutordoir",
"Emile Mathieu",
"Urszula Julia Komorowska",
"Pietro Lio"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=j79SDXZQiI
|
poster
|
2312.09865
|
Automating reward function configuration for drug design
|
[
"Temitope Ajileye",
"Paul Gainer",
"Marius Urbonas",
"Douglas Eduardo Valente Pires"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=fLPHUS8j1T
|
poster
|
2310.19685
|
DGFN: Double Generative Flow Networks
|
[
"Elaine Lau",
"Nikhil Murali Vemgal",
"Doina Precup",
"Emmanuel Bengio"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=cbCimtxKy0
|
poster
|
TacoGFN: Target Conditioned GFlowNet for Drug Design
|
[
"Tony Shen",
"Mohit Pandey",
"Jason Smith",
"Artem Cherkasov",
"Martin Ester"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=ZhBwSxbJbu
|
oral
|
2311.12670
|
Towards a more inductive world for drug repurposing approaches
|
[
"Jesus de la Fuente Cedeño",
"Guillermo Serrano",
"Uxía Veleiro",
"Mikel Casals",
"Laura Vera",
"Marija Pizurica",
"Antonio Pineda-Lucena",
"Idoia Ochoa",
"Silve Vicent",
"Olivier Gevaert",
"Mikel Hernaez"
] |
[
"https://github.com/ubioinformat/graphemb"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=ZT0V2VVDJc
|
poster
|
Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization
|
[
"Yanzheng Wang",
"Tianyu Shi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=YXchfo0LlX
|
poster
|
De novo design of antibody heavy chains with SE(3) diffusion
|
[
"Frederic A Dreyer",
"Daniel Cutting",
"David Errington",
"Constantin Schneider",
"Charlotte Deane"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=YI85Jrvpj0
|
poster
|
Identifying regularization schemes that make feature attributions faithful
|
[
"Julius Adebayo",
"Samuel Don Stanton",
"Simon Kelow",
"Michael Maser",
"Richard Bonneau",
"Vladimir Gligorijevic",
"Kyunghyun Cho",
"Stephen Ra",
"Nathan C. Frey"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=TdV9PaTvCS
|
poster
|
2403.13005
|
Leap: molecular synthesisability scoring with intermediates
|
[
"Antonia Calvi",
"Théophile Gaudin",
"Dominik Miketa",
"Dominique Sydow",
"Liam Wilbraham"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=TBk3igaqL1
|
poster
|
2310.00681
|
PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore Modeling
|
[
"Seonghwan Seo",
"Woo Youn Kim"
] |
[
"https://github.com/seonghwanseo/molvoxel"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=S3jU99U2k5
|
poster
|
Model-free selective inference and its applications to drug discovery
|
[
"Ying Jin",
"Emmanuel Candes"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=Pw9ecLvwFZ
|
poster
|
2402.04845
|
AlphaFold Meets Flow Matching for Generating Protein Ensembles
|
[
"Bowen Jing",
"Bonnie Berger",
"Tommi Jaakkola"
] |
[
"https://github.com/bjing2016/alphaflow"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=PsVZK0hvWk
|
poster
|
2308.16212
|
RetroBridge: Modeling Retrosynthesis with Markov Bridges
|
[
"Ilia Igashov",
"Arne Schneuing",
"Marwin Segler",
"Michael M. Bronstein",
"Bruno Correia"
] |
https://huggingface.co/papers/2308.16212
|
[
"https://github.com/igashov/retrobridge"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4D3
|
https://openreview.net/forum?id=OrET0hHwLy
|
poster
|
Ab-DeepGA: A generative modeling framework leveraging deep learning for antibody affinity tuning
|
[
"BoRam Lee",
"Yara Seif",
"Kevin Teng",
"Xiao Xiao",
"Isha Verma",
"Ming-Tang Chen",
"Alan C Cheng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
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