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IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8KkBxzn0km
oral
Saliency-driven Experience Replay for Continual Learning
[ "Giovanni Bellitto", "Federica Proietto Salanitri", "Matteo Pennisi", "Matteo Boschini", "Lorenzo Bonicelli", "Angelo Porrello", "Simone Calderara", "Simone Palazzo", "Concetto Spampinato" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8KPyJm4gt5
oral
2407.15007
Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning
[ "Dylan J Foster", "Adam Block", "Dipendra Misra" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8K6ul0hgtC
poster
How does PDE order affect the convergence of PINNs?
[ "Chang hoon Song", "Yesom Park", "Myungjoo Kang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8JauriwDeH
poster
2410.20135
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
[ "Aniket Das", "Dheeraj Mysore Nagaraj", "Soumyabrata Pal", "Arun Suggala", "Prateek Varshney" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8IysmgZte4
poster
2403.06328
Distributional Successor Features Enable Zero-Shot Policy Optimization
[ "Chuning Zhu", "Xinqi Wang", "Tyler Han", "Simon Shaolei Du", "Abhishek Gupta" ]
https://huggingface.co/papers/2403.06328
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8HwI6UavYc
poster
ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations
[ "Edward Bartrum", "Thu Nguyen-Phuoc", "Chris Xie", "Zhengqin Li", "Numair Khan", "Armen Avetisyan", "Douglas Lanman", "Lei Xiao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8HeUvbImKT
poster
2405.17164
WeiPer: OOD Detection using Weight Perturbations of Class Projections
[ "Maximilian Granz", "Manuel Heurich", "Tim Landgraf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8Fxqn1tZM1
oral
2406.10685
Scale Equivariant Graph Metanetworks
[ "Ioannis Kalogeropoulos", "Giorgos Bouritsas", "Yannis Panagakis" ]
[ "https://github.com/jkalogero/scalegmn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8Dy42ThoNe
poster
2310.10683
Large Language Model Unlearning
[ "Yuanshun Yao", "Xiaojun Xu", "Yang Liu" ]
[ "https://github.com/kevinyaobytedance/llm_unlearn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8Dkz60yGfj
poster
Adjust Pearson's r to Measure Arbitrary Monotone Dependence
[ "Xinbo Ai" ]
[ "https://github.com/byaxb/recor" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8CguPoe3TP
poster
2401.15771
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
[ "Nicola Bariletto", "Nhat Ho" ]
[ "https://github.com/nbariletto/bnp_for_dro" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8CBcdDQFDQ
poster
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
[ "Adam Fisch", "Joshua Maynez", "R. Alex Hofer", "Bhuwan Dhingra", "Amir Globerson", "William W. Cohen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8B3sAX889P
poster
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
[ "Qiannan Zhang", "Weishen Pan", "Zilong Bai", "Chang Su", "Fei Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8APPypS0yN
poster
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks
[ "Paolo Pellizzoni", "Till Hendrik Schulz", "Dexiong Chen", "Karsten Borgwardt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=89fSR2gpxp
poster
2410.22728
Offline Behavior Distillation
[ "Shiye Lei", "Sen Zhang", "Dacheng Tao" ]
[ "https://github.com/leaveslei/obd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=89AUi5L1uA
poster
2404.14197
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
[ "Lu Han", "Xu-Yang Chen", "Han-Jia Ye", "De-Chuan Zhan" ]
[ "https://github.com/secilia-cxy/softs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=88rbNOtAez
poster
2404.16829
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
[ "Ye Fang", "Zeyi Sun", "Tong Wu", "Jiaqi Wang", "Ziwei Liu", "Gordon Wetzstein", "Dahua Lin" ]
https://huggingface.co/papers/2404.16829
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=88TzdGyPT6
oral
2403.06903
Benign overfitting in leaky ReLU networks with moderate input dimension
[ "Kedar Karhadkar", "Erin George", "Michael Murray", "Guido Montufar", "Deanna Needell" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=87AXdbkRyd
poster
Self-supervised Transformation Learning for Equivariant Representations
[ "Jaemyung Yu", "Jaehyun Choi", "Dong-Jae Lee", "HyeongGwon Hong", "Junmo Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=85tu7K06i3
poster
2405.16475
Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
[ "Regev Cohen", "Idan Kligvasser", "Ehud Rivlin", "Daniel Freedman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=859DtlwnAD
poster
2411.01158
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction
[ "Liang Wang", "Qiang Liu", "Shaozhen Liu", "Xin Sun", "Shu Wu", "Liang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=848vuK2cKp
poster
2405.17796
Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff
[ "Jian Qian", "Haichen Hu", "David Simchi-Levi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=83vxe8alV4
poster
2407.13711
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning
[ "Tristan Cinquin", "Marvin Pförtner", "Vincent Fortuin", "Philipp Hennig", "Robert Bamler" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=83pV20DD2s
poster
2409.18694
Learning from Pattern Completion: Self-supervised Controllable Generation
[ "Zhiqiang Chen", "Guofan Fan", "Jinying Gao", "Lei Ma", "Bo Lei", "Tiejun Huang", "Shan Yu" ]
[ "https://github.com/BAAI-Brain-Inspired-Group/OPEN-Vis-ControlSD" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=83e3DPVrFC
poster
2409.04847
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
[ "Jiaxin Cheng", "Zixu Zhao", "Tong He", "Tianjun Xiao", "Yicong Zhou", "Zheng Zhang" ]
https://huggingface.co/papers/2409.04847
[ "https://github.com/cplusx/rich_context_l2i" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=82Ndsr4OS6
poster
2401.00629
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
[ "Honghao Wei", "Xiyue Peng", "Arnob Ghosh", "Xin Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8271eFxojN
poster
2410.21917
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
[ "Yuanyuan Wang", "Biwei Huang", "Wei Huang", "Xi Geng", "Mingming Gong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=81YIt63TTn
poster
2406.15479
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
[ "Zhenyi Lu", "Chenghao Fan", "Wei Wei", "Xiaoye Qu", "Dangyang Chen", "Yu Cheng" ]
https://huggingface.co/papers/2406.15479
[ "https://github.com/LZY-the-boys/Twin-Merging" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=81IFFsfQUj
poster
2405.16749
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
[ "Hengkang Wang", "Xu Zhang", "Taihui Li", "Yuxiang Wan", "Tiancong Chen", "Ju Sun" ]
[ "https://github.com/sun-umn/dmplug" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=80SSl69GAz
poster
2312.07987
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
[ "Róbert Csordás", "Piotr Piękos", "Kazuki Irie", "Jürgen Schmidhuber" ]
https://huggingface.co/papers/2312.07987
[ "https://github.com/robertcsordas/moe_attention" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7zzOcyT0hd
poster
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
[ "Riccardo Poiani", "Curti Gabriele", "Alberto Maria Metelli", "Marcello Restelli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7xhwE7VH4S
poster
QUEEN: QUantized Efficient ENcoding for Streaming Free-viewpoint Videos
[ "Sharath Girish", "Tianye Li", "Amrita Mazumdar", "Abhinav Shrivastava", "david luebke", "Shalini De Mello" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7vsx6PxAOH
poster
2409.19660
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
[ "Xu Zhang", "Peiyao Guo", "Ming Lu", "Zhan Ma" ]
[ "https://github.com/NJUVISION/MPA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7vXufiEzSy
poster
Self-Guided Masked Autoencoder
[ "Jeongwoo Shin", "Inseo Lee", "Junho Lee", "Joonseok Lee" ]
[ "https://github.com/johnathan-xie/sma" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7v88Fh6iSM
poster
2405.13712
Learning Diffusion Priors from Observations by Expectation Maximization
[ "François Rozet", "Gérôme Andry", "Francois Lanusse", "Gilles Louppe" ]
[ "https://github.com/francois-rozet/diffusion-priors" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7v0UyO0B6q
poster
2410.03919
Online Posterior Sampling with a Diffusion Prior
[ "Branislav Kveton", "Boris N. Oreshkin", "Youngsuk Park", "Aniket Anand Deshmukh", "Rui Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7uqVfZW6Mo
oral
2410.03558
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
[ "Benyuan Meng", "Qianqian Xu", "Zitai Wang", "Xiaochun Cao", "Qingming Huang" ]
[ "https://github.com/darkbblue/generic-diffusion-feature" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7uWzoGn4kv
poster
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model
[ "Khoa Vo", "Thinh Phan", "Kashu Yamazaki", "Minh Tran", "Ngan Hoang Le" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7txPaUpUnc
poster
2405.12241
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
[ "Dan Braun", "Jordan Taylor", "Nicholas Goldowsky-Dill", "Lee Sharkey" ]
https://huggingface.co/papers/2405.12241
[ "https://github.com/apolloresearch/e2e_sae" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7tRtH0AoBl
poster
2405.20165
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
[ "Wooseong Cho", "Taehyun Hwang", "Joongkyu Lee", "Min-hwan Oh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7t9eDEY2GT
poster
2410.06474
Flipping-based Policy for Chance-Constrained Markov Decision Processes
[ "Xun Shen", "Shuo Jiang", "Akifumi Wachi", "Kazumune Hashimoto", "Sebastien Gros" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7t6aq0Fa9D
poster
2405.17978
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
[ "Xiaobao Wu", "Thong Thanh Nguyen", "Delvin Ce Zhang", "William Yang Wang", "Anh Tuan Luu" ]
[ "https://github.com/bobxwu/topmost" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7su2GfqvmN
poster
ContactField: Implicit Field Representation for Multi-Person Interaction Geometry
[ "Hansol Lee", "Tackgeun You", "Hansoo Park", "Woohyeon Shim", "Sanghyeon Kim", "Hwasup Lim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7sdkLVuYCU
oral
2406.11235
QTIP: Quantization with Trellises and Incoherence Processing
[ "Albert Tseng", "Qingyao Sun", "David Hou", "Christopher De Sa" ]
[ "https://github.com/Cornell-RelaxML/qtip" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7sACcaOmGi
oral
2404.15417
The Power of Resets in Online Reinforcement Learning
[ "Zakaria Mhammedi", "Dylan J Foster", "Alexander Rakhlin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7s53dAJlwz
poster
LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image
[ "Ruikai Cui", "Xibin Song", "Weixuan Sun", "Senbo Wang", "Weizhe Liu", "Shenzhou Chen", "Taizhang Shang", "YANG LI", "Nick Barnes", "Hongdong Li", "Pan Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7rrJQ9iWoX
poster
AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
[ "Yuze He", "Wang Zhao", "Shaohui Liu", "Yubin Hu", "Yushi Bai", "Yu-Hui Wen", "Yong-jin Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7rWTS2wuYX
poster
2411.07182
Revisiting Ensembling in One-Shot Federated Learning
[ "Youssef Allouah", "Akash Dhasade", "Rachid Guerraoui", "Nirupam Gupta", "Anne-Marie Kermarrec", "Rafael Pinot", "Rafael Pires", "Rishi Sharma" ]
[ "https://github.com/sacs-epfl/fens" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7qT72IGkr4
poster
2410.23251
Performative Control for Linear Dynamical Systems
[ "Songfu Cai", "Fei Han", "Xuanyu Cao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7qJFkuZdYo
poster
2406.00045
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
[ "Yuanpu Cao", "Tianrong Zhang", "Bochuan Cao", "Ziyi Yin", "Lu Lin", "Fenglong Ma", "Jinghui Chen" ]
[ "https://github.com/CaoYuanpu/BiPO" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7qBkADV4zD
poster
DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations
[ "Zuowen Wang", "Longbiao Cheng", "Pehuen Moure", "Niklas Hahn", "Shih-Chii Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7lMN6xoBjb
poster
2410.21042
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
[ "Mengke Li", "Ye Liu", "Yang Lu", "Yiqun Zhang", "Yiu-ming Cheung", "Hui Huang" ]
[ "https://github.com/keke921/gnm-pt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7j6xgGj5lF
poster
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
[ "Shiyu Xia", "Yuankun Zu", "Xu Yang", "Xin Geng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7hy5fy2OC6
poster
2306.01953
Invisible Image Watermarks Are Provably Removable Using Generative AI
[ "Xuandong Zhao", "Kexun Zhang", "Zihao Su", "Saastha Vasan", "Ilya Grishchenko", "Christopher Kruegel", "Giovanni Vigna", "Yu-Xiang Wang", "Lei Li" ]
[ "https://github.com/xuandongzhao/watermarkattacker" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7gf6oGdKPU
poster
2410.21341
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
[ "Heewoong Noh", "Namkyeong Lee", "Gyoung S. Na", "Chanyoung Park" ]
[ "https://github.com/heewoongnoh/retrieval-retro" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7flSQgZ4RT
poster
2405.18680
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
[ "Haya Diwan", "Jinrui Gou", "Cameron N Musco", "Christopher Musco", "Torsten Suel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7fScrgJ3An
poster
2406.12095
DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
[ "Letian Wang", "Seung Wook Kim", "Jiawei Yang", "Cunjun Yu", "Boris Ivanovic", "Steven L. Waslander", "Yue Wang", "Sanja Fidler", "Marco Pavone", "Peter Karkus" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7eIaqYrpcs
poster
2405.16822
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
[ "Yikai Wang", "Xinzhou Wang", "Zilong Chen", "Zhengyi Wang", "Fuchun Sun", "Jun Zhu" ]
https://huggingface.co/papers/2405.16822
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7eFS8aZHAM
poster
2411.02847
Dissecting the Failure of Invariant Learning on Graphs
[ "Qixun Wang", "Yifei Wang", "Yisen Wang", "Xianghua Ying" ]
[ "https://github.com/novaglow646/neurips24-invariant-learning-on-graphs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7b2DrIBGZz
poster
2406.11831
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
[ "Bingqi Ma", "Zhuofan Zong", "Guanglu Song", "Hongsheng Li", "Yu Liu" ]
https://huggingface.co/papers/2406.11831
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7arAADUK6D
oral
2404.12715
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
[ "Yichong Huang", "Xiaocheng Feng", "Baohang Li", "Yang Xiang", "Hui Wang", "Ting Liu", "Bing Qin" ]
[ "https://github.com/OrangeInSouth/DeePEn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7aFRgCC8Q7
poster
2405.19374
Optimal Multiclass U-Calibration Error and Beyond
[ "Haipeng Luo", "Spandan Senapati", "Vatsal Sharan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7aFEqIb1dp
poster
2406.03694
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
[ "Mengyu Zhao", "Xi Chen", "Xin Yuan", "Shirin Jalali" ]
[ "https://github.com/Computational-Imaging-RU/SCI-BDVP" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Ye12RLZ4P
poster
Asynchronous Perception Machine for Efficient Test Time Training
[ "Rajat Modi", "Yogesh S Rawat" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7YdafFbhxL
poster
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation
[ "Tian Xu", "Zhilong Zhang", "Ruishuo Chen", "Yihao Sun", "Yang Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7XkwzaPMvX
poster
Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
[ "Zhuoyan Li", "Ming Yin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7X5zu6GIuW
poster
2406.00324
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
[ "Hyunseung Kim", "Byungkun Lee", "Hojoon Lee", "Dongyoon Hwang", "Donghu Kim", "Jaegul Choo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7WvwzuYkUq
poster
2406.05061
Progressive Entropic Optimal Transport Solvers
[ "Parnian Kassraie", "Aram-Alexandre Pooladian", "Michal Klein", "James Thornton", "Jonathan Niles-Weed", "marco cuturi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7WoOphIZ8u
poster
Derivatives of Stochastic Gradient Descent in parametric optimization
[ "Franck Iutzeler", "Edouard Pauwels", "Samuel Vaiter" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7W0f7lifDk
poster
Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
[ "Yuxuan Xue", "Xianghui Xie", "Riccardo Marin", "Gerard Pons-Moll" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7V62sQ5Jra
poster
2402.17826
Prediction-Powered Ranking of Large Language Models
[ "Ivi Chatzi", "Eleni Straitouri", "Suhas Thejaswi", "Manuel Gomez Rodriguez" ]
[ "https://github.com/networks-learning/prediction-powered-ranking" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7UyBKTFrtd
poster
2402.10376
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
[ "Usha Bhalla", "Alex Oesterling", "Suraj Srinivas", "Flavio Calmon", "Himabindu Lakkaraju" ]
[ "https://github.com/ai4life-group/splice" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7UenF4kx4j
poster
2405.09039
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
[ "Zhihao Yu", "Xu Chu", "Yujie Jin", "Yasha Wang", "Junfeng Zhao" ]
[ "https://github.com/yzhHoward/SMART" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7U5MwUS3Rw
poster
2411.02467
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
[ "Xuanqian Wang", "Jing Li", "Ivor Tsang", "Yew-Soon Ong" ]
[ "https://github.com/wxqpxw/vfair" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Tir0u0ukg
poster
2404.10728
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
[ "Hao-Lun Hsu", "Weixin Wang", "Miroslav Pajic", "Pan Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Swrtm9Qsp
oral
2406.06838
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
[ "Dan Qiao", "Kaiqi Zhang", "Esha Singh", "Daniel Soudry", "Yu-Xiang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Sh0XkN1KS
poster
2409.03891
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality
[ "Marko Medvedev", "Gal Vardi", "Nathan Srebro" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7RwKMRMNrc
poster
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
[ "Théo Moutakanni", "Maxime Oquab", "Marc Szafraniec", "Maria Vakalopoulou", "Piotr Bojanowski" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7RQvjayHrM
poster
2409.19886
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
[ "Shuhao Chen", "Weisen Jiang", "Baijiong Lin", "James Kwok", "Yu Zhang" ]
https://huggingface.co/papers/2409.19886
[ "https://github.com/shuhao02/routerdc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7QG9R8urVy
poster
2411.07934
Doubly Mild Generalization for Offline Reinforcement Learning
[ "Yixiu Mao", "Cheems Wang", "Yun Qu", "Yuhang Jiang", "Xiangyang Ji" ]
[ "https://github.com/maoyixiu/dmg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7PORYhql4V
poster
Great Minds Think Alike: The Universal Convergence Trend of Input Salience
[ "Yipei Wang", "Jeffrey Mark Siskind", "Xiaoqian Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7O6KtaAr8n
oral
2405.17700
Learning Social Welfare Functions
[ "Kanad Shrikar Pardeshi", "Itai Shapira", "Ariel D. Procaccia", "Aarti Singh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Ntft3U7jj
poster
Uncovering the Redundancy in Graph Self-supervised Learning Models
[ "Zhibiao Wang", "Xiao Wang", "Haoyue Deng", "Nian Liu", "Shirui Pan", "Chunming Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7NrYnCN2be
poster
Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing
[ "Yadong Qu", "Yuxin Wang", "Bangbang Zhou", "Zixiao Wang", "Hongtao Xie", "Yongdong Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Mo1NOosNT
poster
COLD: Causal reasOning in cLosed Daily activities
[ "Abhinav Joshi", "Areeb Ahmad", "Ashutosh Modi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Lv8zHQWwS
poster
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers
[ "Xin Zou", "Zhengyu Zhou", "Jingyuan Xu", "Weiwei Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7LIm53Jiic
poster
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
[ "Anlan Yu", "Shusen Jing", "Ning Lyu", "Wujie Wen", "Zhiyuan Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7L2tCirpwB
poster
Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game
[ "Xiyuan Li", "Weiwei Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Kz7icCZ6H
poster
CALVIN: Improved Contextual Video Captioning via Instruction Tuning
[ "Gowthami Somepalli", "Arkabandhu Chowdhury", "Jonas Geiping", "Ronen Basri", "Tom Goldstein", "David W. Jacobs" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Jb4NJS8Yk
poster
2407.06813
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
[ "Zhenyu Guan", "Xiangyu Kong", "Fangwei Zhong", "Yizhou Wang" ]
[ "https://github.com/todexter3/richelieu" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Hb03vGcJk
poster
Slot-VLM: Object-Event Slots for Video-Language Modeling
[ "Jiaqi Xu", "Cuiling Lan", "Wenxuan Xie", "Xuejin Chen", "Yan Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7HFQfRjdcn
poster
2305.15912
Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks
[ "Wenlin Chen", "Hong Ge" ]
https://huggingface.co/papers/2305.15912
[ "https://github.com/Wenlin-Chen/geometric-parameterization" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7G362fgJFd
poster
2309.15726
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
[ "Xin Yuan", "Michael Maire" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Fzx3Akdt5
poster
Harnessing Multiple Correlated Networks for Exact Community Recovery
[ "Miklos Z. Racz", "Jifan Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7FokMz6U8n
poster
2406.14546
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
[ "Johannes Treutlein", "Dami Choi", "Jan Betley", "Samuel Marks", "Cem Anil", "Roger Baker Grosse", "Owain Evans" ]
https://huggingface.co/papers/2406.14546
[ "https://github.com/choidami/inductive-oocr" ]
[ "smarttang/blingsec" ]
[ "sunatte/txt2sql", "MachoMaheen/devdock4bit" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7ESHFpqjNO
poster
Learning Place Cell Representations and Context-Dependent Remapping
[ "Markus Pettersen", "Frederik Rogge", "Mikkel Elle Lepperød" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7EQx56YSB2
poster
2406.10019
Group and Shuffle: Efficient Structured Orthogonal Parametrization
[ "Mikhail Gorbunov", "Kolya Yudin", "Vera Soboleva", "Aibek Alanov", "Alexey Naumov", "Maxim Rakhuba" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7Dep87TMJs
poster
2405.14574
Learning with Fitzpatrick Losses
[ "Seta Rakotomandimby", "Jean-Philippe Chancelier", "Michel De Lara", "Mathieu Blondel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7CUUtpDeqN
poster
Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions
[ "Chaitanya Goswami", "Amanda Merkley" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=7CMNSqsZJt
poster
2409.00729
ContextCite: Attributing Model Generation to Context
[ "Benjamin Cohen-Wang", "Harshay Shah", "Kristian Georgiev", "Aleksander Madry" ]
https://huggingface.co/papers/2409.00729
[ "https://github.com/madrylab/context-cite" ]
[]
[]
[]
NeurIPS2024