Datasets:
IAMJB
/
paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FOvZztnp1H
poster
2402.02370
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models
[ "Yong Liu", "Guo Qin", "Xiangdong Huang", "Jianmin Wang", "Mingsheng Long" ]
[ "https://github.com/thuml/AutoTimes" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FOkKndty5B
poster
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
[ "Ming Nie", "Dan Ding", "Chunwei Wang", "Yuanfan Guo", "Jianhua Han", "Hang Xu", "Li Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FOfU3qhcIG
poster
2402.11137
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
[ "Benjamin Feuer", "Robin Tibor Schirrmeister", "Valeriia Cherepanova", "Chinmay Hegde", "Frank Hutter", "Micah Goldblum", "Niv Cohen", "Colin White" ]
[ "https://github.com/penfever/tabpfn-pt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FOTMgW8w5t
poster
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes
[ "Lei Shi", "Waverly Wei", "Jingshen Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FNzpVTpNbN
poster
2410.04372
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
[ "Ke Sun", "Shen Chen", "Taiping Yao", "Hong Liu", "Xiaoshuai Sun", "Shouhong Ding", "Rongrong Ji" ]
[ "https://github.com/skjack/diffusionfake" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FNtsZLwkGr
poster
2403.04805
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
[ "Intekhab Hossain", "Jonas Fischer", "Rebekka Burkholz", "John Quackenbush" ]
[ "https://github.com/quackenbushlab/dash" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FNOBf6JM7r
poster
2410.23601
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
[ "Skyler Wu", "Fred Lu", "Edward Raff", "James Holt" ]
[ "https://github.com/FutureComputing4AI/Weighted-Reservoir-Sampling-Augmented-Training" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FMrNus3d0n
poster
2403.01446
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
[ "Yijun Yang", "Ruiyuan Gao", "Xiao Yang", "Jianyuan Zhong", "Qiang Xu" ]
[ "https://github.com/cure-lab/guardt2i" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FLNnlfBGMo
poster
2402.09723
Efficient Prompt Optimization Through the Lens of Best Arm Identification
[ "Chengshuai Shi", "Kun Yang", "Zihan Chen", "Jundong Li", "Jing Yang", "Cong Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FJlrSZBMCD
poster
2408.10189
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
[ "Aviv Bick", "Kevin Li", "Eric P. Xing", "J Zico Kolter", "Albert Gu" ]
https://huggingface.co/papers/2408.10189
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FIs87Iro9j
poster
ProxyFusion: Face Feature Aggregation Through Sparse Experts
[ "Bhavin Jawade", "Alexander Stone", "Deen Dayal Mohan", "Xiao Wang", "Srirangaraj Setlur", "Venu Govindaraju" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FGTDe6EA0B
oral
2404.06757
Language Generation in the Limit
[ "Jon Kleinberg", "Sendhil Mullainathan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FGJb0peY4R
poster
2409.19345
Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
[ "Jiarui Jiang", "Wei Huang", "Miao Zhang", "Taiji Suzuki", "Liqiang Nie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FFW6rPz48Z
oral
2406.10327
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
[ "Romain Ilbert", "Malik Tiomoko", "Cosme Louart", "Ambroise Odonnat", "Vasilii Feofanov", "Themis Palpanas", "Ievgen Redko" ]
https://huggingface.co/papers/2406.10327
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FFJFGx78OK
poster
2410.22637
Consistency Diffusion Bridge Models
[ "Guande He", "Kaiwen Zheng", "Jianfei Chen", "Fan Bao", "Jun Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FExX8pMrdT
poster
2406.10252
AutoSurvey: Large Language Models Can Automatically Write Surveys
[ "Yidong Wang", "Qi Guo", "Wenjin Yao", "Hongbo Zhang", "Xin Zhang", "Zhen Wu", "Meishan Zhang", "Xinyu Dai", "Min zhang", "Qingsong Wen", "Wei Ye", "Shikun Zhang", "Yue Zhang" ]
https://huggingface.co/papers/2406.10252
[ "https://github.com/autosurveys/autosurvey" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FEmag0szWo
poster
2402.07099
Rethinking the Capacity of Graph Neural Networks for Branching Strategy
[ "Ziang Chen", "Jialin Liu", "Xiaohan Chen", "Xinshang Wang", "Wotao Yin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FDfrPugkGU
poster
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
[ "Binqian Xu", "Xiangbo Shu", "Haiyang Mei", "Zechen Bai", "Basura Fernando", "Mike Zheng Shou", "Jinhui Tang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FCsEvaMorw
poster
2402.16822
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
[ "Mikayel Samvelyan", "Sharath Chandra Raparthy", "Andrei Lupu", "Eric Hambro", "Aram H. Markosyan", "Manish Bhatt", "Yuning Mao", "Minqi Jiang", "Jack Parker-Holder", "Jakob Nicolaus Foerster", "Tim Rocktäschel", "Roberta Raileanu" ]
https://huggingface.co/papers/2402.16822
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FBMsBdH0yz
poster
2310.13897
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages
[ "Andy Yang", "David Chiang", "Dana Angluin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FBLJIfW64D
oral
2405.15699
Dimension-free deterministic equivalents and scaling laws for random feature regression
[ "Leonardo Defilippis", "Bruno Loureiro", "Theodor Misiakiewicz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FAuFpGeLmx
poster
2410.20670
Segmenting Watermarked Texts From Language Models
[ "Xingchi Li", "Guanxun Li", "Xianyang Zhang" ]
[ "https://github.com/doccstat/llm-watermark-cpd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F9mNL6vR27
poster
2405.14096
Newton Informed Neural Operator for Computing Multiple Solutions of Nonlinear Partials Differential Equations
[ "Wenrui Hao", "Xinliang Liu", "Yahong Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F9i1avQTla
poster
2410.12158
SAM-Guided Masked Token Prediction for 3D Scene Understanding
[ "Zhimin Chen", "Liang Yang", "Yingwei Li", "Longlong Jing", "Bing Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F9NDzHQtOl
oral
2405.15986
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
[ "Haoxuan Chen", "Yinuo Ren", "Lexing Ying", "Grant M. Rotskoff" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F8wKoSFSaA
poster
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
[ "Weixin An", "Yuanyuan Liu", "Fanhua Shang", "Hongying Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F8aSOovlEP
oral
2409.17647
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
[ "Tieyuan Chen", "Huabin Liu", "Tianyao He", "Yihang Chen", "Chaofan Gan", "Xiao Ma", "Cheng Zhong", "Yang Zhang", "Yingxue Wang", "Hui Lin", "Weiyao Lin" ]
[ "https://github.com/tychen-SJTU/MECD-Benchmark" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F8DWffLkYG
poster
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
[ "Aniketh Janardhan Reddy", "Xinyang Geng", "Michael H Herschl", "Sathvik Kolli", "Aviral Kumar", "Patrick D Hsu", "Sergey Levine", "Nilah M Ioannidis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F7tGQ7b10q
poster
HonestLLM: Toward an Honest and Helpful Large Language Model
[ "Chujie Gao", "Siyuan Wu", "Yue Huang", "Dongping Chen", "Qihui Zhang", "Zhengyan Fu", "Yao Wan", "Lichao Sun", "Xiangliang Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F738WY1Xm4
poster
2405.13456
Deep linear networks for regression are implicitly regularized towards flat minima
[ "Pierre Marion", "Lénaïc Chizat" ]
[ "https://github.com/pierremarion23/implicit-reg-sharpness" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=F6L23TNlFW
poster
Predicting Label Distribution from Ternary Labels
[ "Yunan Lu", "Xiuyi Jia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Eyyt3ZmNV6
poster
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
[ "Junfeng Guo", "Yiming Li", "Ruibo Chen", "Yihan Wu", "Chenxi Liu", "Heng Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ExeIyx6U0Z
poster
2406.11840
LLaNA: Large Language and NeRF Assistant
[ "Andrea Amaduzzi", "Pierluigi Zama Ramirez", "Giuseppe Lisanti", "Samuele Salti", "Luigi di Stefano" ]
https://huggingface.co/papers/2406.11840
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ex3rPvEct8
poster
2407.02961
Towards a Scalable Reference-Free Evaluation of Generative Models
[ "Azim Ospanov", "Jingwei Zhang", "Mohammad Jalali", "Xuenan Cao", "Andrej Bogdanov", "Farzan Farnia" ]
[ "https://github.com/aziksh-ospanov/fkea" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EwWpAPzcay
poster
2406.11672
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
[ "Junha Hyung", "Susung Hong", "Sungwon Hwang", "Jaeseong Lee", "Jaegul Choo", "Jin-Hwa Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Eu80DGuOcs
poster
2403.12404
Understanding and Improving Training-free Loss-based Diffusion Guidance
[ "Yifei Shen", "XINYANG JIANG", "Yifan Yang", "Yezhen Wang", "Dongqi Han", "Dongsheng Li" ]
[ "https://github.com/bigknight/understanding-training-free-diffusion-guidance" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Eu0nYM4BPo
poster
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
[ "Lisa Bedin", "Gabriel Cardoso", "Josselin Duchateau", "Remi Dubois", "Eric Moulines" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Es2Ey2tGmM
poster
2408.15094
Constrained Diffusion Models via Dual Training
[ "Shervin Khalafi", "Dongsheng Ding", "Alejandro Ribeiro" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EpusiLXfNd
poster
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
[ "Rui Jiao", "Xiangzhe Kong", "Wenbing Huang", "Yang Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Eok6HbcSRI
poster
2406.15881
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
[ "Krzysztof Marcin Choromanski", "Arijit Sehanobish", "Somnath Basu Roy Chowdhury", "Han Lin", "Kumar Avinava Dubey", "Tamas Sarlos", "Snigdha Chaturvedi" ]
https://huggingface.co/papers/2406.15881
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ejg4d4FVrs
poster
2406.13770
Elliptical Attention
[ "Stefan Nielsen", "Laziz Abdullaev", "Rachel Teo", "Tan Minh Nguyen" ]
[ "https://github.com/stefvk/elliptical-attention" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EjKNSErSMJ
poster
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities
[ "Zaiwei Chen", "Eric Mazumdar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EiIelh2t7S
poster
2405.14591
Base of RoPE Bounds Context Length
[ "Mingyu Xu", "Xin Men", "Bingning Wang", "Qingyu Zhang", "Hongyu Lin", "Xianpei Han", "weipeng chen" ]
https://huggingface.co/papers/2405.14591
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ehsd856Ltb
oral
2411.02125
Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning
[ "Abdulkadir Celikkanat", "Andres R Masegosa", "Thomas Dyhre Nielsen" ]
[ "https://github.com/abdcelikkanat/revisitingkmers" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EfpZNpkrm2
poster
2406.00132
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
[ "Zhuo Chen", "Rumen Dangovski", "Charlotte Loh", "Owen M Dugan", "Di Luo", "Marin Soljacic" ]
https://huggingface.co/papers/2406.00132
[ "https://github.com/quanta-fine-tuning/quanta" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EehS4erXWB
poster
2407.09167
SE(3)-bi-equivariant Transformers for Point Cloud Assembly
[ "Ziming Wang", "Rebecka Jörnsten" ]
[ "https://github.com/wzm2256/bitr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EeXcOYf3Lg
poster
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
[ "Zhaoyang Sun", "Shengwu Xiong", "Yaxiong Chen", "Fei Du", "Weihua Chen", "Fan Wang", "Yi Rong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EdXW71LvKE
poster
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
[ "Jisong Kim", "Minjae Seong", "Jun Won Choi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EdG59dnOzN
poster
2403.02648
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
[ "Sayantan Choudhury", "Nazarii Tupitsa", "Nicolas Loizou", "Samuel Horváth", "Martin Takáč", "Eduard Gorbunov" ]
[ "https://github.com/nazya/kate" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EbSSBvwUWw
poster
Matching the Statistical Query Lower Bound for k-Sparse Parity Problems with Sign Stochastic Gradient Descent
[ "Yiwen Kou", "Zixiang Chen", "Quanquan Gu", "Sham M. Kakade" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EZpKBC1ohS
poster
2402.02949
Kernel PCA for Out-of-Distribution Detection
[ "Kun Fang", "Qinghua Tao", "Kexin Lv", "Mingzhen He", "Xiaolin Huang", "JIE YANG" ]
[ "https://github.com/fanghenshaometeor/ood-kernel-pca" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EY2agT920S
poster
2409.18696
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
[ "Chengsen Wang", "Qi Qi", "Jingyu Wang", "Haifeng Sun", "Zirui Zhuang", "Jinming Wu", "Jianxin Liao" ]
[ "https://github.com/ForestsKing/GLAFF" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EXuv4tVNa3
poster
2405.16419
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers
[ "Chau Pham", "Bryan A. Plummer" ]
[ "https://github.com/chaudatascience/diverse_channel_vit" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EWxNEnFjKR
poster
2407.16430
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
[ "Kai Liu", "Zhihang Fu", "Sheng Jin", "Chao Chen", "Ze Chen", "Rongxin Jiang", "Fan Zhou", "Yaowu Chen", "Jieping Ye" ]
[ "https://github.com/alibaba/imood" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EWcvxXtzNu
poster
2407.01648
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
[ "Siyi Gu", "Minkai Xu", "Alexander S Powers", "Weili Nie", "Tomas Geffner", "Karsten Kreis", "Jure Leskovec", "Arash Vahdat", "Stefano Ermon" ]
[ "https://github.com/minkaixu/alidiff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EVw8Jh5Et9
poster
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
[ "Runhua Xu", "Shiqi Gao", "Chao Li", "James Joshi", "Jianxin Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ES0Gj1KVUk
poster
2410.22872
Data subsampling for Poisson regression with pth-root-link
[ "Han Cheng Lie", "Alexander Munteanu" ]
[ "https://github.com/Tim907/poisson-regression" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EQZlEfjrkV
poster
2407.16975
On the Parameter Identifiability of Partially Observed Linear Causal Models
[ "Xinshuai Dong", "Ignavier Ng", "Biwei Huang", "Yuewen Sun", "Songyao Jin", "Roberto Legaspi", "Peter Spirtes", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EQHQzRJy75
poster
2410.03918
STONE: A Submodular Optimization Framework for Active 3D Object Detection
[ "RUIYU MAO", "Sarthak Kumar Maharana", "Rishabh K Iyer", "Yunhui Guo" ]
[ "https://github.com/ruiyum/stone" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EO1Qev952p
poster
On Socially Fair Low-Rank Approximation and Column Subset Selection
[ "Zhao Song", "Ali Vakilian", "David Woodruff", "Samson Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ENlubvb262
oral
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random
[ "Gautam Chandrasekaran", "Vasilis Kontonis", "Konstantinos Stavropoulos", "Kevin Tian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ENLsNDfys0
poster
2410.20823
Novel Object Synthesis via Adaptive Text-Image Harmony
[ "Zeren Xiong", "Ze-dong Zhang", "Zikun Chen", "Shuo Chen", "Xiang Li", "Gan Sun", "Jian Yang", "Jun Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EMstukR5J4
poster
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models
[ "Wanyi Ning", "Jingyu Wang", "Qi Qi", "Mengde Zhu", "Haifeng Sun", "Daixuan Cheng", "Jianxin Liao", "Ce Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EMkrwJY2de
poster
2404.04612
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
[ "Adarsh Jamadandi", "Celia Rubio-Madrigal", "Rebekka Burkholz" ]
[ "https://github.com/relationalml/spectralpruningbraess" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EMV8nIDZJn
poster
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
[ "Jiawei Chen", "Chunhui Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ELnxXc8pik
poster
Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure
[ "Simone Rossetti", "fiora pirri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EKdk4vxKO4
oral
2404.15155
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
[ "Yubin Kim", "Chanwoo Park", "Hyewon Jeong", "Yik Siu Chan", "Xuhai Xu", "Daniel McDuff", "Hyeonhoon Lee", "Marzyeh Ghassemi", "Cynthia Breazeal", "Hae Won Park" ]
[ "https://github.com/mitmedialab/mdagents" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EKN8AGS1wG
poster
2405.19806
Preference Alignment with Flow Matching
[ "Minu Kim", "Yongsik Lee", "Sehyeok Kang", "Jihwan Oh", "Song Chong", "Se-Young Yun" ]
[ "https://github.com/jadehaus/preference-flow-matching" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EK1tyHcb3W
oral
2406.00819
Sample Complexity of Posted Pricing for a Single Item
[ "Billy Jin", "Thomas Kesselheim", "Will Ma", "Sahil Singla" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EJZfcKXdiT
poster
Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
[ "Haiqian Han", "Jianing Li", "Henglu Wei", "Xiangyang Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EIl9qmMmvy
poster
2407.20109
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
[ "Liyuan Mao", "Haoran Xu", "Xianyuan Zhan", "Weinan Zhang", "Amy Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EHXyeImux0
poster
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
[ "Jonathan Hayase", "Alisa Liu", "Yejin Choi", "Sewoong Oh", "Noah A. Smith" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EFrgBP9au6
poster
2402.01382
Emergence of heavy tails in homogenized stochastic gradient descent
[ "Zhe Jiao", "Martin Keller-Ressel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EFkw0OgZOr
poster
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
[ "Rui Huang", "Henry Zheng", "Yan Wang", "Zhuofan Xia", "Marco Pavone", "Gao Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EC9Hfi9V3k
poster
Efficient Streaming Algorithms for Graphlet Sampling
[ "Yann Bourreau", "Marco Bressan", "T-H. Hubert Chan", "Qipeng Kuang", "Mauro Sozio" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=EAbNopo3os
poster
A Theory of Optimistically Universal Online Learnability for General Concept Classes
[ "Steve Hanneke", "Hongao Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E8wDxddIqU
poster
Distributionally Robust Performative Prediction
[ "Songkai Xue", "Yuekai Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E8b4yOLGZ5
poster
Meta-Learning Universal Priors Using Non-Injective Change of Variables
[ "Yilang Zhang", "Alireza Sadeghi", "Georgios B. Giannakis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E7fZOoiEKl
oral
2410.20380
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
[ "Zhenheng Tang", "Yonggang Zhang", "Peijie Dong", "Yiu-ming Cheung", "Amelie Chi Zhou", "Bo Han", "Xiaowen Chu" ]
[ "https://github.com/wizard1203/fusefl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E7en5DyO2G
poster
2405.19681
Bayesian Online Natural Gradient (BONG)
[ "Matt Jones", "Peter G. Chang", "Kevin Patrick Murphy" ]
[ "https://github.com/petergchang/bong" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E6ZodZu0HQ
poster
2404.16022
PuLID: Pure and Lightning ID Customization via Contrastive Alignment
[ "Zinan Guo", "Yanze Wu", "Zhuowei Chen", "Lang chen", "Peng Zhang", "Qian HE" ]
https://huggingface.co/papers/2404.16022
[ "https://github.com/tothebeginning/pulid" ]
[ "yanze/PuLID-FLUX", "yanze/PuLID", "Deddy/PuLid-FLX-GPU", "sofianhw/PuLID-FLUX", "fantaxy/flx-pulid", "qiuzhi2046/PuLID", "qiuzhi2046/PuLID-FLUX", "m-ric/PuLID-FLUX", "SunderAli17/ToonMage", "openfree/ginid", "SunderAli17/ToonMagev2", "jbilcke-hf/ai-tube-model-pulid", "Shad0ws/PuLID", "TobDeBer/PuLID-V5", "TobDeBer/PuLID-dream8", "pankaj-munde/PuLID", "moniazamla/PuLID-FLUXw", "Manikandan97/StickerCreation", "xogaurav/PuLID-FLUX", "xogaurav/PuLID-FLUX-New", "Rakoo04/PuLID-FLUX", "MohamedTalaat91/2B-EG-FLUX", "Shad0ws/PuLID-FLUX", "MohamedTalaat91/2B-EG-FLUX-stores", "huanhoang/PuLID-FLUX", "MohamedTalaat91/2B-EG-FLUX-stores-video", "adminx/PuLID-FLUX", "WodeDadao/PuLID-FLUX", "kevinppaulo/PuLID", "1124yu/PuLID-FLUX_test", "Blood076/PuLID-FLUX_", "MartsoBodziu1994/PuLID-FLUX", "sanjayxm/PuLiD-Flux" ]
[ "guozinan/PuLID" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E4ILjwzdEA
poster
2406.18814
Length Optimization in Conformal Prediction
[ "Shayan Kiyani", "George J. Pappas", "Hamed Hassani" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E3ZMsqdO0D
poster
Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
[ "Hanyue Lou", "Jinxiu Liang", "Minggui Teng", "Bin Fan", "Yong Xu", "Boxin Shi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E3P1X94Y51
poster
2405.20282
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
[ "Chaoyang Wang", "Xiangtai Li", "Lu Qi", "Henghui Ding", "Yunhai Tong", "Ming-Hsuan Yang" ]
https://huggingface.co/papers/2405.20282
[ "https://github.com/wang-chaoyang/semflow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E3HDagVPNG
poster
A Siamese Transformer with Hierarchical Refinement for Lane Detection
[ "Zinan Lv", "Dong Han", "Wenzhe Wang", "Danny Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E2odGznGim
poster
2405.16134
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
[ "Mingli Zhu", "Siyuan Liang", "Baoyuan Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E2JCQyYu0E
poster
2409.18364
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
[ "Donghwan Kim", "Tae-Kyun Kim" ]
[ "https://github.com/DonghwanKIM0101/MHCDIFF" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E2BYPreuU8
poster
2405.16845
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
[ "Chenyu Zheng", "Wei Huang", "Rongzhen Wang", "Guoqiang Wu", "Jun Zhu", "Chongxuan Li" ]
[ "https://github.com/ML-GSAI/MesaOpt-AR-Transformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=E1nBLrEaJo
poster
2312.15551
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
[ "Pratiksha Thaker", "Amrith Setlur", "Steven Wu", "Virginia Smith" ]
[ "https://github.com/pratiksha/private-transfer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DztaBt4wP5
poster
2405.14800
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
[ "Shengfang Zhai", "Huanran Chen", "Yinpeng Dong", "Jiajun Li", "Qingni Shen", "Yansong Gao", "Hang Su", "Yang Liu" ]
[ "https://github.com/zhaisf/clid" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dzk2cRUFMt
poster
2410.23855
RAGraph: A General Retrieval-Augmented Graph Learning Framework
[ "Xinke Jiang", "Rihong Qiu", "Yongxin Xu", "WentaoZhang", "Yichen Zhu", "Ruizhe zhang", "Yuchen Fang", "Xu Chu", "Junfeng Zhao", "Yasha Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DylSyAfmWs
poster
2406.10209
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
[ "Abhimanyu Hans", "John Kirchenbauer", "Yuxin Wen", "Neel Jain", "Hamid Kazemi", "Prajwal Singhania", "Siddharth Singh", "Gowthami Somepalli", "Jonas Geiping", "Abhinav Bhatele", "Tom Goldstein" ]
https://huggingface.co/papers/2406.10209
[ "https://github.com/ahans30/goldfish-loss" ]
[]
[ "tomg-group-umd/standard-loss-llama-1B", "tomg-group-umd/3-goldfish-loss-llama-1B", "tomg-group-umd/128-goldfish-loss-llama-1B", "tomg-group-umd/32-goldfish-loss-llama-1B", "tomg-group-umd/8-goldfish-loss-llama-1B", "tomg-group-umd/4-goldfish-loss-llama-1B", "tomg-group-umd/control-llama-1B" ]
[ "tomg-group-umd/wikipedia-en-2k-samples" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DupvYqqlAG
poster
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
[ "Lucine L Oganesian", "Omid G. Sani", "Maryam Shanechi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dsi8Ibxg9H
poster
Language Model as Visual Explainer
[ "Xingyi Yang", "Xinchao Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DrQXDKbGgy
poster
Online Non-convex Learning in Dynamic Environments
[ "Zhipan Xu", "Lijun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dr7UarlhVE
poster
2410.22699
Exactly Minimax-Optimal Locally Differentially Private Sampling
[ "Hyun-Young Park", "Shahab Asoodeh", "Si-Hyeon Lee" ]
[ "https://github.com/phy811/Optimal-LDP-Sampling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DqiggGDOmA
poster
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
[ "Haoyu Dong", "Huiqiao Fu", "Wentao Xu", "Zhehao Zhou", "Chunlin Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DpP5F3UfKw
poster
2311.09308
Divergences between Language Models and Human Brains
[ "Yuchen Zhou", "Emmy Liu", "Graham Neubig", "Michael J. Tarr", "Leila Wehbe" ]
https://huggingface.co/papers/2311.09308
[ "https://github.com/flamingozh/divergence_meg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DpByqSbdhI
poster
2410.19818
UniMTS: Unified Pre-training for Motion Time Series
[ "Xiyuan Zhang", "Diyan Teng", "Ranak Roy Chowdhury", "Shuheng Li", "Dezhi Hong", "Rajesh K. Gupta", "Jingbo Shang" ]
https://huggingface.co/papers/2410.19818
[ "https://github.com/xiyuanzh/unimts" ]
[]
[ "xiyuanz/UniMTS" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dokew2u49m
poster
2404.00986
Make Continual Learning Stronger via C-Flat
[ "Ang Bian", "Wei Li", "Hangjie Yuan", "yu chengrong", "Mang Wang", "Zixiang Zhao", "Aojun Lu", "Pengliang Ji", "Tao Feng" ]
[ "https://github.com/wannaa/c-flat" ]
[]
[]
[]
NeurIPS2024