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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kf80ZS3fVy
oral
2409.19872
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
[ "Kaihang Pan", "Zhaoyu Fan", "Juncheng Li", "Qifan Yu", "Hao Fei", "Siliang Tang", "Richang Hong", "Hanwang Zhang", "Qianru Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kcQKIzQPZj
poster
2406.00432
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
[ "Xing Cui", "Pei Pei Li", "Zekun Li", "Xuannan Liu", "Yueying Zou", "Zhaofeng He" ]
[ "https://github.com/cuixing100876/luciddrag-neurips2024" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kbBjVMcJ7G
poster
2406.19861
Operator World Models for Reinforcement Learning
[ "Pietro Novelli", "Marco Pratticò", "massimiliano pontil", "Carlo Ciliberto" ]
[ "https://github.com/csml-iit-ucl/powr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kamAXSJxGV
poster
2306.13214
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy
[ "Zeki Kazan", "Jerome Reiter" ]
[ "https://github.com/zekicankazan/choosing_dp_epsilon" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kZpNDbZrzy
poster
2405.16907
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
[ "Jaewoo Lee", "Sujin Yun", "Taeyoung Yun", "Jinkyoo Park" ]
[ "https://github.com/jaewoopudding/gta" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kZfxICBXd1
poster
Multi-Winner Reconfiguration
[ "Jiehua Chen", "Christian Hatschka", "Sofia Simola" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kZ4Kc5GhGB
poster
2312.17248
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
[ "Guhao Feng", "Han Zhong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kYio3xH6eb
poster
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
[ "Xiaoying Zhang", "Jean-Francois Ton", "Wei Shen", "Hongning Wang", "Yang Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kXKrLsR4aJ
oral
2409.08439
Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space
[ "Maximilian Stölzle", "Cosimo Della Santina" ]
[ "https://github.com/tud-phi/uncovering-iss-coupled-oscillator-networks-from-pixels" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kXErlJSZ84
poster
2409.17095
General Detection-based Text Line Recognition
[ "Raphael Baena", "syrine kalleli", "Mathieu Aubry" ]
https://huggingface.co/papers/2409.17095
[ "https://github.com/raphael-baena/dtlr" ]
[]
[ "Naataan/unofficial-DTLR" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kWMVzIdCEn
poster
Multi-Scale Representation Learning for Protein Fitness Prediction
[ "Zuobai Zhang", "Pascal Notin", "Yining Huang", "Aurelie Lozano", "Vijil Chenthamarakshan", "Debora Susan Marks", "Payel Das", "Jian Tang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kW30LbNwdV
poster
Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
[ "Shiji Zhao", "Ranjie Duan", "xizhewang", "Xingxing Wei" ]
[ "https://github.com/zhaoshiji123/absld" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kVuw8vzsqZ
poster
2402.03564
SkipPredict: When to Invest in Predictions for Scheduling
[ "Rana Shahout", "Michael Mitzenmacher" ]
https://huggingface.co/papers/2402.03564
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kVr3L73pNH
poster
2406.09408
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
[ "Sheng-Yu Wang", "Aaron Hertzmann", "Alexei A Efros", "Jun-Yan Zhu", "Richard Zhang" ]
[ "https://github.com/peterwang512/attributebyunlearning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kVL5rvkqGG
poster
2406.04165
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
[ "Albert Q. Jiang", "Alicja Ziarko", "Bartosz Piotrowski", "Wenda Li", "Mateja Jamnik", "Piotr Miłoś" ]
https://huggingface.co/papers/2406.04165
[ "https://github.com/SeqDM/Efficient-Embeddings" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kV80nC1afE
poster
Adaptive Passive-Aggressive Framework for Online Regression with Side Information
[ "Runhao Shi", "Jiaxi Ying", "Daniel P. Palomar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kTtK65vKvD
poster
2405.15199
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
[ "JingYuan Zhu", "Shiyu Li", "Yuxuan Liu", "Jian Yuan", "Ping Huang", "Jiulong Shan", "Huimin Ma" ]
https://huggingface.co/papers/2405.15199
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kS9dciADtY
poster
Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
[ "Yearang Lee", "Ho-Joong Kim", "Seong-Whan Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kRwQCAIA7z
poster
2411.00775
Dimension-free Private Mean Estimation for Anisotropic Distributions
[ "Yuval Dagan", "Michael Jordan", "Xuelin Yang", "Lydia Zakynthinou", "Nikita Zhivotovskiy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kREpCQtHdN
poster
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
[ "Yuewen Sun", "Biwei Huang", "Yu Yao", "Donghuo Zeng", "Xinshuai Dong", "Songyao Jin", "Boyang Sun", "Roberto Legaspi", "Kazushi Ikeda", "Peter Spirtes", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kQPzFiwVIu
poster
2406.03636
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages
[ "Federico Mora", "Justin Wong", "Haley Lepe", "Sahil Bhatia", "Karim Elmaaroufi", "George Varghese", "Joseph E. Gonzalez", "Elizabeth Polgreen", "Sanjit A. Seshia" ]
[ "https://github.com/FedericoAureliano/eudoxus" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kQMyiDWbOG
oral
2405.14362
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
[ "Changze Lv", "Dongqi Han", "Yansen Wang", "Xiaoqing Zheng", "Xuanjing Huang", "Dongsheng Li" ]
[ "https://github.com/microsoft/seqsnn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kQ9LgM2JQT
poster
2402.05234
QGFN: Controllable Greediness with Action Values
[ "Elaine Lau", "Stephen Zhewen Lu", "Ling Pan", "Doina Precup", "Emmanuel Bengio" ]
[ "https://github.com/yunglau/QGFN" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kPmSfhCM5s
poster
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
[ "Hao Fei", "Shengqiong Wu", "Hanwang Zhang", "Tat-Seng Chua", "Shuicheng YAN" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kPGNE4CrTq
poster
Solving Sparse & High-Dimensional-Output Regression via Compression
[ "Renyuan Li", "Zhehui Chen", "Guanyi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kPBEAZU5Nm
poster
2405.04776
Chain of Thoughtlessness? An Analysis of CoT in Planning
[ "Kaya Stechly", "Karthik Valmeekam", "Subbarao Kambhampati" ]
https://huggingface.co/papers/2405.04776
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kOMrm4ZJ3m
poster
2410.08304
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers
[ "Alberto Alfarano", "Francois Charton", "Amaury Hayat" ]
https://huggingface.co/papers/2410.08304
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kN7GTUss0l
poster
2405.14540
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization
[ "Anthony Bardou", "Patrick Thiran", "Giovanni Ranieri" ]
[ "https://github.com/wdbo-algorithm/wdbo_algo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kMxdV4Blhn
oral
Rethinking 3D Convolution in ℓ_p-norm Space
[ "Li Zhang", "Yan Zhong", "Jianan Wang", "Zhe Min", "RujingWang", "Liu Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kMnoh7CXrq
poster
2402.02622
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
[ "Matteo Pagliardini", "Amirkeivan Mohtashami", "François Fleuret", "Martin Jaggi" ]
https://huggingface.co/papers/2402.02622
[ "" ]
[]
[ "winglian/mistral-denseformer-7b", "winglian/mistral-denseformer-7b-pretrained" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kMAXN7HF6d
poster
2410.19163
Fairness and Efficiency in Online Class Matching
[ "MohammadTaghi Hajiaghayi", "Shayan Chashm Jahan", "Mohammad Sharifi", "Suho Shin", "Max Springer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kLiWXUdCEw
poster
2406.05869
An Analysis of Elo Rating Systems via Markov Chains
[ "Sam Olesker-Taylor", "Luca Zanetti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kLen1XyW6P
poster
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
[ "Aditya Bhaskara", "Agastya Vibhuti Jha", "Michael Kapralov", "Naren Sarayu Manoj", "Davide Mazzali", "Weronika Wrzos-Kaminska" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kK23oMGe9g
poster
2406.12303
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
[ "Yiheng Li", "Heyang Jiang", "Akio Kodaira", "Masayoshi Tomizuka", "Kurt Keutzer", "Chenfeng Xu" ]
https://huggingface.co/papers/2406.12303
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kJzecLYsRi
poster
On the Saturation Effects of Spectral Algorithms in Large Dimensions
[ "Weihao Lu", "Haobo Zhang", "Yicheng Li", "Qian Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kJkp2ECJT7
poster
2408.08305
Towards Flexible Visual Relationship Segmentation
[ "Fangrui Zhu", "Jianwei Yang", "Huaizu Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kHXUb494SY
poster
2302.05515
Nesterov acceleration despite very noisy gradients
[ "Kanan Gupta", "Jonathan W. Siegel", "Stephan Wojtowytsch" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kEQFjKqiqM
oral
2411.05274
Distributed-Order Fractional Graph Operating Network
[ "Kai Zhao", "Xuhao Li", "Qiyu Kang", "Feng Ji", "Qinxu Ding", "Yanan Zhao", "Wenfei Liang", "Wee Peng Tay" ]
[ "https://github.com/zknus/neurips-2024-dragon" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kEPpD7yETM
poster
Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach
[ "Weiyu Ma", "Qirui Mi", "Yongcheng Zeng", "Xue Yan", "Runji Lin", "Yuqiao Wu", "Jun Wang", "Haifeng Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kCabCEhQWv
poster
2405.19296
Neural Isometries: Taming Transformations for Equivariant ML
[ "Thomas Mitchel", "Michael Taylor", "Vincent Sitzmann" ]
[ "https://github.com/vsitzmann/neural-isometries" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k9uZfaeerK
poster
UQ-Guided Hyperparameter Optimization for Iterative Learners
[ "Jiesong Liu", "Feng Zhang", "Jiawei Guan", "Xipeng Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k9SH68MvJs
poster
2405.16194
Diffusion-Reward Adversarial Imitation Learning
[ "Chun-Mao Lai", "Hsiang-Chun Wang", "Ping-Chun Hsieh", "Yu-Chiang Frank Wang", "Min-Hung Chen", "Shao-Hua Sun" ]
https://huggingface.co/papers/2405.16194
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k9PXsryuWG
oral
Metric Transforms and Low Rank Representations of Kernels for Fast Attention
[ "Timothy Zer-An Chu", "Josh Alman", "Gary Miller", "Shyam Narayanan", "Mark Sellke", "Zhao Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k8AYft5ED1
poster
2410.22844
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
[ "Kaike Zhang", "Qi Cao", "Yunfan Wu", "Fei Sun", "Huawei Shen", "Xueqi Cheng" ]
[ "https://github.com/Kaike-Zhang/PamaCF" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k6m3y6qnSj
poster
2406.06527
IllumiNeRF: 3D Relighting Without Inverse Rendering
[ "Xiaoming Zhao", "Pratul P. Srinivasan", "Dor Verbin", "Keunhong Park", "Ricardo Martin Brualla", "Philipp Henzler" ]
https://huggingface.co/papers/2406.06527
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k6iyUfwdI9
poster
To Believe or Not to Believe Your LLM: IterativePrompting for Estimating Epistemic Uncertainty
[ "Yasin Abbasi-Yadkori", "Ilja Kuzborskij", "András György", "Csaba Szepesvari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k6ZHvF1vkg
poster
2406.13909
Beyond Optimism: Exploration With Partially Observable Rewards
[ "Simone Parisi", "Alireza Kazemipour", "Michael Bowling" ]
[ "https://github.com/AmiiThinks/mon_mdp_neurips24" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k4EP46Q9X2
poster
2402.18392
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
[ "Yiyan HUANG", "Cheuk Hang LEUNG", "WANG Siyi", "YIJUN LI", "Qi WU" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k2hS5Rt1N0
poster
2411.09891
Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
[ "Yihong Guo", "Yixuan Wang", "Yuanyuan Shi", "Pan Xu", "Anqi Liu" ]
[ "https://github.com/guoyihonggyh/Off-Dynamics-Reinforcement-Learning-via-Domain-Adaptation-and-Reward-Augmented-Imitation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k29Iv0XrBF
oral
2405.20510
Physically Compatible 3D Object Modeling from a Single Image
[ "Minghao Guo", "Bohan Wang", "Pingchuan Ma", "Tianyuan Zhang", "Crystal Elaine Owens", "Chuang Gan", "Joshua B. Tenenbaum", "Kaiming He", "Wojciech Matusik" ]
https://huggingface.co/papers/2405.20510
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k1VrxRS6WZ
poster
Multi-Label Open Set Recognition
[ "Yibo Wang", "Jun-Yi Hang", "Min-Ling Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jzngdJQ2lY
poster
2410.22600
Solving Minimum-Cost Reach Avoid using Reinforcement Learning
[ "Oswin So", "Cheng Ge", "Chuchu Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jzkpwcj200
poster
2405.17202
Efficient multi-prompt evaluation of LLMs
[ "Felipe Maia Polo", "Ronald Xu", "Lucas Weber", "Mírian Silva", "Onkar Bhardwaj", "Leshem Choshen", "Allysson Flavio Melo de Oliveira", "Yuekai Sun", "Mikhail Yurochkin" ]
https://huggingface.co/papers/2405.17202
[ "https://github.com/microsoft/promptbench" ]
[]
[]
[ "PromptEval/PromptEval_MMLU_full", "PromptEval/PromptEval_MMLU_correctness" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jz5ZMeN9He
poster
DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
[ "Xiaodi Li", "Zongxin Yang", "Ruijie Quan", "Yi Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jwh9MHEfmY
poster
2406.10216
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
[ "Rui Yang", "Ruomeng Ding", "Yong Lin", "Huan Zhang", "Tong Zhang" ]
https://huggingface.co/papers/2406.10216
[ "https://github.com/yangrui2015/generalizable-reward-model" ]
[ "allenai/reward-bench" ]
[ "Ray2333/reward-model-Mistral-7B-instruct-Unified-Feedback", "Ray2333/GRM-llama3-8B-distill", "Ray2333/GRM-llama3-8B-sftreg", "Ray2333/GRM-Gemma-2B-sftreg", "Ray2333/GRM-gemma2-2B-rewardmodel-ft", "Ray2333/GRM-Llama3.2-3B-rewardmodel-ft", "Ray2333/GRM-Gemma-2B-rewardmodel-ft", "Ray2333/GRM-Llama3-8B-rewardmodel-ft", "Ray2333/GRM-Gemma2-2B-sftreg", "Ray2333/GRM-llama3.2-3B-sftreg" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=juJl2uSq4D
poster
2406.01389
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
[ "Jeongyeol Kwon", "Shie Mannor", "Constantine Caramanis", "Yonathan Efroni" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jsgYYXaSiS
poster
2410.12790
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
[ "Ce Zhang", "Simon Stepputtis", "Katia P. Sycara", "Yaqi Xie" ]
[ "https://github.com/zhangce01/DPE-CLIP" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=js74ZCddxG
poster
2405.15182
RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
[ "Peihua Mai", "Ran Yan", "Yan Pang" ]
[ "https://github.com/nusioraprivacy/rflpa" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=js5vZtyoIQ
poster
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
[ "Jingyang Yuan", "Gongbo Sun", "Zhiping Xiao", "Hang Zhou", "Xiao Luo", "Junyu Luo", "Yusheng Zhao", "Wei Ju", "Ming Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jrVoZLF20h
poster
2409.19472
Towards Croppable Implicit Neural Representations
[ "Maor Ashkenazi", "Eran Treister" ]
[ "https://github.com/maorash/local-global-inrs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jrNlWfor7q
poster
2405.15603
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
[ "Felix Dangel", "Johannes Müller", "Marius Zeinhofer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jps9KkuSD3
poster
Sequential Harmful Shift Detection Without Labels
[ "Salim I. Amoukou", "Tom Bewley", "Saumitra Mishra", "Freddy Lecue", "Daniele Magazzeni", "Manuela Veloso" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=joNPMCzVIi
poster
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
[ "Jiechao Guan", "Hui Xiong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jjcY92FX4R
poster
2405.18378
A Canonicalization Perspective on Invariant and Equivariant Learning
[ "George Ma", "Yifei Wang", "Derek Lim", "Stefanie Jegelka", "Yisen Wang" ]
[ "https://github.com/georgemlp/canonicalization" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jij4vOVU7i
poster
2405.15995
Efficient Temporal Action Segmentation via Boundary-aware Query Voting
[ "Peiyao Wang", "Yuewei Lin", "Erik Blasch", "Jie Wei", "Haibin Ling" ]
[ "https://github.com/peiyao-w/baformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jgpWXnXdME
poster
2406.19253
Advection Augmented Convolutional Neural Networks
[ "Niloufar Zakariaei", "Siddharth Rout", "Eldad Haber", "Moshe Eliasof" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jgkKroLxeC
poster
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
[ "Jiaming Zhuo", "Yintong Lu", "Hui Ning", "Kun Fu", "Bingxin Niu", "Dongxiao He", "Chuan Wang", "Yuanfang Guo", "Zhen Wang", "Xiaochun Cao", "Liang Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jfkid2HwNr
poster
2405.19363
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
[ "Yihe Wang", "Nan Huang", "Taida Li", "Yujun Yan", "Xiang Zhang" ]
[ "https://github.com/dl4mhealth/medformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jfHkAEgKwH
poster
2403.19596
LocCa: Visual Pretraining with Location-aware Captioners
[ "Bo Wan", "Michael Tschannen", "Yongqin Xian", "Filip Pavetic", "Ibrahim Alabdulmohsin", "Xiao Wang", "André Susano Pinto", "Andreas Peter Steiner", "Lucas Beyer", "Xiaohua Zhai" ]
https://huggingface.co/papers/2403.19596
[ "https://github.com/google-research/big_vision" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jfE7XCE89y
poster
2402.03226
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
[ "Xing Han", "Huy Nguyen", "Carl William Harris", "Nhat Ho", "Suchi Saria" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jeWZStUavo
poster
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer
[ "Ke Xue", "Ruo-Tong Chen", "Xi Lin", "Yunqi Shi", "Shixiong Kai", "Siyuan Xu", "Chao Qian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jdCMwF06c6
poster
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
[ "Yixiao Xu", "Binxing Fang", "Mohan Li", "Keke Tang", "Zhihong Tian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jd3msHMtTL
oral
2411.00611
Small coresets via negative dependence: DPPs, linear statistics, and concentration
[ "Rémi Bardenet", "Subhroshekhar Ghosh", "Hugo Simon-Onfroy", "Hoang-Son Tran" ]
[ "https://github.com/hsimonfroy/dppcoresets" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jb5qN3212b
poster
Revisiting Score Propagation in Graph Out-of-Distribution Detection
[ "Longfei Ma", "Yiyou Sun", "Kaize Ding", "Zemin Liu", "Fei Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ja20BpFAPa
poster
2405.17705
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
[ "Linhan Wang", "Kai Cheng", "Shuo Lei", "Shengkun Wang", "Wei Yin", "Chenyang Lei", "Xiaoxiao Long", "Chang-Tien Lu" ]
[ "https://github.com/linhanwang/DC-Gaussian" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jZv9A8Tg9p
poster
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
[ "Qiheng Sun", "Haocheng Xia", "Jinfei Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jYypS5VIPj
oral
2410.06964
Bridge the Points: Graph-based Few-shot Segment Anything Semantically
[ "Anqi Zhang", "Guangyu Gao", "Jianbo Jiao", "Chi Harold Liu", "Yunchao Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jY4PhQibmg
poster
2409.07146
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
[ "Yu Zhang", "Songlin Yang", "Rui-Jie Zhu", "Yue Zhang", "Leyang Cui", "Yiqiao Wang", "Bolun Wang", "Freda Shi", "Bailin Wang", "Wei Bi", "Peng Zhou", "Guohong Fu" ]
https://huggingface.co/papers/2409.07146
[ "https://github.com/sustcsonglin/flash-linear-attention" ]
[]
[ "fla-hub/gsa-1.3B-100B", "fla-hub/gsa-2.7B-100B" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jXxvSkb9HD
oral
2406.03924
Statistical Multicriteria Benchmarking via the GSD-Front
[ "Christoph Jansen", "Georg Schollmeyer", "Julian Rodemann", "Hannah Blocher", "Thomas Augustin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jXsxGt80sv
poster
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
[ "Hang Zhou", "Yehui Tang", "Haochen Qin", "Yujie Yang", "Renren Jin", "Deyi Xiong", "Kai Han", "Yunhe Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jXs6Cvpe7k
oral
2401.17263
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
[ "Andy Zhou", "Bo Li", "Haohan Wang" ]
https://huggingface.co/papers/2401.17263
[ "https://github.com/lapisrocks/rpo" ]
[ "TrustSafeAI/Defensive-Prompt-Patch-Jailbreak-Defense" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jXgHEwtXs8
poster
High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
[ "Quanling Meng", "Qinglin Liu", "Zonglin Li", "Xiangyuan Lan", "Shengping Zhang", "Liqiang Nie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jWaXhCYTV1
poster
2410.24059
Identifying General Mechanism Shifts in Linear Causal Representations
[ "Tianyu Chen", "Kevin Bello", "Francesco Locatello", "Bryon Aragam", "Pradeep Kumar Ravikumar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jWGGEDYORs
poster
2410.11181
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
[ "Sheng Yan", "Cunhang Fan", "Hongyu Zhang", "Xiaoke Yang", "Jianhua Tao", "Zhao Lv" ]
[ "https://github.com/fchest/darnet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jV6z08u7y0
poster
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
[ "Zheng Wang", "Geyong Min", "Wenjie Ruan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jURBh4V9N4
poster
2407.01014
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
[ "WeiminBai", "Yifei Wang", "Wenzheng Chen", "He Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jTyjwRpLZ5
poster
2406.19617
Stochastic Zeroth-Order Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity
[ "Qian Yu", "Yining Wang", "Baihe Huang", "Qi Lei", "Jason D. Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jS34QpqdWs
poster
2410.03581
Nonstationary Sparse Spectral Permanental Process
[ "Zicheng Sun", "Yixuan Zhang", "Zenan Ling", "Xuhui Fan", "Feng Zhou" ]
[ "https://github.com/SZC20/DNSSPP" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jRtxzzk0a6
poster
2408.07802
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
[ "Rohan Baskar Prabhakar", "Hengrui Zhang", "David Wentzlaff" ]
https://huggingface.co/papers/2408.07802
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jMJVFP4BH6
poster
Towards Neuron Attributions in Multi-Modal Large Language Models
[ "Junfeng Fang", "Zac Bi", "Ruipeng Wang", "Houcheng Jiang", "Yuan Gao", "Kun Wang", "An Zhang", "Jie Shi", "Xiang Wang", "Tat-Seng Chua" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jM9atrvUii
oral
2407.00002
Kermut: Composite kernel regression for protein variant effects
[ "Peter Mørch Groth", "Mads Herbert Kerrn", "Lars Olsen", "Jesper Salomon", "Wouter Boomsma" ]
[ "https://github.com/petergroth/kermut" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jLUbLxa4XV
poster
Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models
[ "Aref Miri Rekavandi", "Farhad Farokhi", "Olga Ohrimenko", "Benjamin I. P. Rubinstein" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jL0EsbfbAV
poster
2410.09614
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
[ "Yule Wang", "Chengrui Li", "Weihan Li", "Anqi Wu" ]
[ "https://github.com/yulewang97/benediff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jKLyKeZfzv
poster
MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
[ "Yuming Zhang", "Jun Wei Hsieh", "Xin Li", "Ming-Ching Chang", "Chun-Chieh Lee", "Kuo-Chin Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jImXgQEmX3
poster
2402.01469
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
[ "Jian Guan", "Wei Wu", "zujie wen", "Peng Xu", "Hongning Wang", "Minlie Huang" ]
https://huggingface.co/papers/2402.01469
[ "https://github.com/jianguanthu/amor" ]
[]
[ "Jiann/AMOR-warmup", "Jiann/AMOR-adaptation" ]
[ "Jiann/AMOR_warmup_data" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jIh4W7r0rn
poster
2405.14327
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
[ "Guanxiong Luo", "Shoujin Huang", "Martin Uecker" ]
[ "https://github.com/mrirecon/aid" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jIabKyXOTt
poster
2406.01192
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
[ "Tianyuan Jin", "Kyoungseok Jang", "Nicolò Cesa-Bianchi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jHh804fZ5l
poster
2309.00203
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming
[ "Shinsaku Sakaue", "Taihei Oki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jFWl9EWZ7z
poster
2410.22306
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
[ "Haomeng Zhang", "Chiao An Yang", "Raymond A. Yeh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jDF2ZXI8AX
poster
2406.10853
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
[ "Eunji Hong", "Nguyen Minh Hieu", "Mikaela Angelina Uy", "Minhyuk Sung" ]
[ "" ]
[]
[]
[]
NeurIPS2024