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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ctxtY3VGGq
poster
2410.21266
Online Weighted Paging with Unknown Weights
[ "Orin Levy", "Noam Touitou", "Aviv Rosenberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ctXYOoAgRy
poster
2402.18815
How do Large Language Models Handle Multilingualism?
[ "Yiran Zhao", "Wenxuan Zhang", "Guizhen Chen", "Kenji Kawaguchi", "Lidong Bing" ]
https://huggingface.co/papers/2402.18815
[ "https://github.com/damo-nlp-sg/multilingual_analysis" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cs1HISJkLU
poster
2405.13762
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
[ "Gwanghyun Kim", "Alonso Martinez", "Yu-Chuan Su", "Brendan Jou", "Jose Lezama", "Agrim Gupta", "Lijun Yu", "Lu Jiang", "Aren Jansen", "Jacob C Walker", "Krishna Somandepalli" ]
https://huggingface.co/papers/2405.13762
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=crlvDzDPgM
poster
2411.01535
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
[ "Haotong Du", "Quanming Yao", "Juzheng Zhang", "Yang Liu", "Zhen Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cr5EQRJlRn
poster
2406.08903
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
[ "Bowen Ping", "Shuo Wang", "Hanqing Wang", "Xu Han", "Yuzhuang Xu", "Yukun Yan", "Yun Chen", "Baobao Chang", "Zhiyuan Liu", "Maosong Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cqfE9eYMdP
oral
Neural Krylov Iteration for Accelerating Linear System Solving
[ "Jian Luo", "Jie Wang", "Hong Wang", "huanshuo dong", "Zijie Geng", "Hanzhu Chen", "Yufei Kuang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cqRgoDFaGN
poster
2410.10356
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
[ "Jingfeng Yao", "Cheng Wang", "Wenyu Liu", "Xinggang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cpklMJqZDE
poster
Unrolled denoising networks provably learn to perform optimal Bayesian inference
[ "Aayush Karan", "Kulin Shah", "Sitan Chen", "Yonina C. Eldar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=co8KZws1YK
poster
2303.07988
Light Unbalanced Optimal Transport
[ "Milena Gazdieva", "Arip Asadulaev", "Evgeny Burnaev", "Alexander Korotin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=co7DsOwcop
poster
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
[ "Xiaodan Chen", "Xiucheng Li", "Xinyang Chen", "Zhijun Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cnpR4e2HCQ
poster
2310.17712
Community Detection Guarantees using Embeddings Learned by Node2Vec
[ "Andrew Davison", "Samuel Carlyle Morgan", "Owen G. Ward" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cmSNX47aEH
poster
2402.14123
DeiSAM: Segment Anything with Deictic Prompting
[ "Hikaru Shindo", "Manuel Brack", "Gopika Sudhakaran", "Devendra Singh Dhami", "Patrick Schramowski", "Kristian Kersting" ]
[ "https://github.com/ml-research/deictic-segment-anything" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cmBjkpRuvw
oral
2405.14758
Axioms for AI Alignment from Human Feedback
[ "Luise Ge", "Daniel Halpern", "Evi Micha", "Ariel D. Procaccia", "Itai Shapira", "Yevgeniy Vorobeychik", "Junlin Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clqX9cVDKV
poster
2405.18968
UniIF: Unified Molecule Inverse Folding
[ "Zhangyang Gao", "Jue Wang", "Cheng Tan", "Lirong Wu", "Yufei Huang", "Siyuan Li", "Zhirui Ye", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clTa4JFBML
oral
2312.03701
Return of Unconditional Generation: A Self-supervised Representation Generation Method
[ "Tianhong Li", "Dina Katabi", "Kaiming He" ]
https://huggingface.co/papers/2312.03701
[ "https://github.com/LTH14/rcg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clQdPtooRD
poster
2402.07240
Oja's Algorithm for Streaming Sparse PCA
[ "Syamantak Kumar", "Purnamrita Sarkar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clDGHpx2la
poster
2405.17653
InversionView: A General-Purpose Method for Reading Information from Neural Activations
[ "Xinting Huang", "Madhur Panwar", "Navin Goyal", "Michael Hahn" ]
[ "https://github.com/huangxt39/inversionview" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clBiQUgj4w
oral
2409.18479
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
[ "Shengsheng Lin", "Weiwei Lin", "Xinyi HU", "Wentai Wu", "Ruichao Mo", "Haocheng Zhong" ]
https://huggingface.co/papers/2409.18479
[ "https://github.com/ACAT-SCUT/CycleNet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clAOSSzT6v
poster
2311.16671
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
[ "Jesus Zarzar", "Bernard Ghanem" ]
[ "https://github.com/zarzarj/SplitNeRF" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=clAFYReaYE
poster
2402.01825
Fractal Patterns May Illuminate the Success of Next-Token Prediction
[ "Ibrahim Alabdulmohsin", "Vinh Q. Tran", "Mostafa Dehghani" ]
https://huggingface.co/papers/2402.01825
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cknAewsBhD
poster
EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection
[ "Sheng Wu", "Hang Sheng", "Hui Feng", "Bo Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cjM2bhLOiC
poster
2405.20763
Improving Generalization and Convergence by Enhancing Implicit Regularization
[ "Mingze Wang", "Jinbo Wang", "Haotian He", "Zilin Wang", "Guanhua Huang", "Feiyu Xiong", "Zhiyu li", "Weinan E", "Lei Wu" ]
[ "https://github.com/wmz9/ire-algorithm-framework" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cjH0Qsgd0D
poster
2410.23938
Learning Macroscopic Dynamics from Partial Microscopic Observations
[ "Mengyi Chen", "Qianxiao Li" ]
[ "https://github.com/MLDS-NUS/Learn-Partial" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ciwOcmo8CC
poster
IF-Font: Ideographic Description Sequence-Following Font Generation
[ "Xinping Chen", "Xiao Ke", "Wenzhong Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=chnJT8Nj8X
poster
Transformer Doctor: Diagnosing and Treating Vision Transformers
[ "Jiacong Hu", "Hao Chen", "Kejia Chen", "Yang Gao", "Jingwen Ye", "Xingen Wang", "Mingli Song", "Zunlei Feng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=chLoLUHnai
poster
2406.08654
Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
[ "Yuhang Cai", "Jingfeng Wu", "Song Mei", "Michael Lindsey", "Peter Bartlett" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cgiOX8lfwG
poster
Discretely beyond 1/e: Guided Combinatorial Algortihms for Submodular Maximization
[ "Yixin Chen", "Ankur Nath", "Chunli Peng", "Alan Kuhnle" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cg1vwt5Xou
poster
2406.06805
Lookback Prophet Inequalities
[ "Ziyad Benomar", "Dorian Baudry", "Vianney Perchet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cfrDLD1wfO
oral
2401.13858
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
[ "Gang Liu", "Jiaxin Xu", "Tengfei Luo", "Meng Jiang" ]
https://huggingface.co/papers/2401.13858
[ "https://github.com/liugangcode/MCD" ]
[ "liuganghuggingface/Polymer-Design-With-GraphDiT" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cesWi7mMLY
poster
2410.20807
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation
[ "Wenjun Miao", "Guansong Pang", "Jin Zheng", "Xiao Bai" ]
[ "https://github.com/mala-lab/adaptod" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ceIO1w0PmT
poster
2407.00114
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
[ "Zihao Wang", "Shaofei Cai", "Zhancun Mu", "Haowei Lin", "Ceyao Zhang", "Xuejie Liu", "Qing Li", "Anji Liu", "Xiaojian Ma", "Yitao Liang" ]
https://huggingface.co/papers/2407.00114
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cdTTTJfJe3
poster
2410.20964
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
[ "Xun Guo", "Yongxin He", "Shan Zhang", "Ting Zhang", "Wanquan Feng", "Haibin Huang", "Chongyang Ma" ]
https://huggingface.co/papers/2410.20964
[ "https://github.com/heyongxin233/detective" ]
[]
[ "heyongxin233/DeTeCtive" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ccQ4fmwLDb
poster
2410.07273
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models
[ "Fangyikang Wang", "Hubery Yin", "Yue-Jiang Dong", "Huminhao Zhu", "Chao Zhang", "Hanbin Zhao", "Hui Qian", "Chen Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cbkJBYIkID
poster
2405.16112
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
[ "Shaokui Wei", "Hongyuan Zha", "Baoyuan Wu" ]
[ "https://github.com/sclbd/backdoorbench" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ca2mABGV6p
poster
2312.09608
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference
[ "Senmao Li", "taihang Hu", "Joost van de Weijer", "Fahad Khan", "Tao Liu", "Linxuan Li", "Shiqi Yang", "Yaxing Wang", "Ming-Ming Cheng", "jian Yang" ]
https://huggingface.co/papers/2312.09608
[ "https://github.com/hutaihang/faster-diffusion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cYZibc2gKf
poster
2410.02172
Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation
[ "Shreyas Chaudhari", "Ameet Deshpande", "Bruno Castro da Silva", "Philip S. Thomas" ]
https://huggingface.co/papers/2410.02172
[ "https://github.com/shreyasc-13/star" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cV4fcjcwmz
poster
Extracting Training Data from Molecular Pre-trained Models
[ "Renhong Huang", "Jiarong Xu", "Zhiming Yang", "Xiang Si", "Xin Jiang", "Hanyang Yuan", "Chunping Wang", "Yang Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cV2LKBdlz4
poster
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
[ "Jerry Yao-Chieh Hu", "Weimin Wu", "Zhuoru Li", "Sophia Pi", "Zhao Song", "Han Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cUcvlgkQxP
poster
Are Multiple Instance Learning Algorithms Learnable for Instances?
[ "Jaeseok Jang", "HYUK-YOON KWON" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cUGf2HaNcs
poster
2410.03936
Learning Truncated Causal History Model for Video Restoration
[ "Amirhosein Ghasemabadi", "Muhammad Kamran Janjua", "Mohammad Salameh", "Di Niu" ]
https://huggingface.co/papers/2410.03936
[ "https://github.com/Ascend-Research/Turtle" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cU8d7LeOyx
poster
Causal discovery with endogenous context variables
[ "Wiebke Günther", "Oana-Iuliana Popescu", "Martin Rabel", "Urmi Ninad", "Andreas Gerhardus", "Jakob Runge" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cSfxzCozPU
poster
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
[ "Dombry Clement", "Ahmed Zaoui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cS63YtJ49A
poster
2410.09873
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
[ "Hancheng Ye", "Jiakang Yuan", "Renqiu Xia", "Xiangchao Yan", "Tao Chen", "Junchi Yan", "Botian Shi", "Bo Zhang" ]
https://huggingface.co/papers/2410.09873
[ "https://github.com/unimodal4reasoning/adaptivediffusion" ]
[]
[]
[ "HankYe/Sampled_AIGCBench_text2image_ar_0.625" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cRlQHncjwT
poster
Generative Forests
[ "Richard Nock", "Mathieu Guillame-Bert" ]
[ "https://github.com/AlCorreia/GeFs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cRLFvSOrzt
poster
2406.15916
Credit Attribution and Stable Compression
[ "Roi Livni", "Shay Moran", "Kobbi Nissim", "Chirag Pabbaraju" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cR2QDzdpEv
poster
2406.15568
Robust Reinforcement Learning from Corrupted Human Feedback
[ "Alexander Bukharin", "Ilgee Hong", "Haoming Jiang", "Zichong Li", "Qingru Zhang", "Zixuan Zhang", "Tuo Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cQoAgPBARc
poster
2409.04792
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn
[ "Hongyao Tang", "Glen Berseth" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cPzjN7KABv
poster
2406.07407
Private Geometric Median
[ "Mahdi Haghifam", "Thomas Steinke", "Jonathan Ullman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cOw65A9FGf
poster
2410.21802
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
[ "Lu Yu", "Haiyang Zhang", "Changsheng Xu" ]
[ "https://github.com/zhyblue424/tga-zsr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cOuLbPhOT1
oral
PACE: marrying the generalization of PArameter-efficient fine-tuning with Consistency rEgularization
[ "Yao Ni", "Shan Zhang", "Piotr Koniusz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cMwSoXLCVi
poster
One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
[ "Kai Hu", "Jinhao Li", "Yuan Zhang", "Xiongjun Ye", "Xieping Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cM2gU9XGti
poster
2402.16811
Stopping Bayesian Optimization with Probabilistic Regret Bounds
[ "James T. Wilson" ]
[ "https://github.com/j-wilson/trieste_stopping" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cKKXBhyijL
poster
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
[ "Shogo Iwazaki", "Shinya Suzumura" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cIXETwTkhK
poster
Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
[ "Lorenzo Orecchia", "Jiawei Hu", "Xue He", "Wang Zhe Mark", "Xulei Yang", "Min Wu", "Xue Geng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cIVj8xLVZh
poster
OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
[ "Anwesa Choudhuri", "Girish Chowdhary", "Alex Schwing" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cIBSsXowMr
poster
Boosting Transferability and Discriminability for Time Series Domain Adaptation
[ "Mingyang Liu", "Xinyang Chen", "Yang Shu", "Xiucheng Li", "Weili Guan", "Liqiang Nie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cFqAANINgW
oral
2405.20092
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
[ "Jingchang Chen", "Hongxuan Tang", "Zheng Chu", "Qianglong Chen", "Zekun Wang", "Ming Liu", "Bing Qin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cFTi3gLJ1X
poster
2406.09414
Depth Anything V2
[ "Lihe Yang", "Bingyi Kang", "Zilong Huang", "Zhen Zhao", "Xiaogang Xu", "Jiashi Feng", "Hengshuang Zhao" ]
https://huggingface.co/papers/2406.09414
[ "https://github.com/DepthAnything/Depth-Anything-V2" ]
[ "depth-anything/Depth-Anything-V2", "qubvel-hf/depth-anything-v1-vs-v2", "asahi417/stable-depth2image-v2", "zino36/Depth-Anything-V2", "freealise/Depth-Anything-Video", "hololens/stable-diffusion-webui-depthmap-script", "kutipense/Depth-Anything-V2-tinygrad", "likhinvault/depth-anything-Depth-Anything-V2-Large-hf", "srivatsavdamaraju/cannyest", "freealise/Depth-Anything-V2", "narainp/test", "zino36/Depth-Anything-V1", "ya3/Blurable", "Ocillus/Depth-Anything-V2", "MAXSHO/Depth-Anything-V2", "Seraph19/depth", "jiaqianjing/Depth-Anything-V2" ]
[ "apple/coreml-depth-anything-v2-small", "depth-anything/Depth-Anything-V2-Small-hf", "depth-anything/Depth-Anything-V2-Large-hf", "MackinationsAi/Depth-Anything-V2_Safetensors", "depth-anything/Depth-Anything-V2-Metric-Outdoor-Large-hf", "depth-anything/Depth-Anything-V2-Metric-Indoor-Large-hf", "depth-anything/Depth-Anything-V2-Metric-VKITTI-Large", "depth-anything/Depth-Anything-V2-Metric-Hypersim-Large", "depth-anything/Depth-Anything-V2-Metric-Indoor-Small-hf", "depth-anything/Depth-Anything-V2-Base-hf", "depth-anything/Depth-Anything-V2-Metric-VKITTI-Base", "depth-anything/Depth-Anything-V2-Metric-Hypersim-Base", "depth-anything/Depth-Anything-V2-Metric-VKITTI-Small", "depth-anything/Depth-Anything-V2-Metric-Hypersim-Small", "depth-anything/Depth-Anything-V2-Metric-Indoor-Base-hf", "depth-anything/Depth-Anything-V2-Metric-Outdoor-Small-hf", "scenario-labs/depth", "MackinationsAi/depth-anything-v2-base-hf", "MackinationsAi/depth-anything-v2-large-hf", "MackinationsAi/depth-anything-v2-small-hf", "depth-anything/Depth-Anything-V2-Metric-Outdoor-Base-hf" ]
[ "depth-anything/DA-2K" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cEtExbAKYV
poster
StepbaQ: Stepping backward as Correction for Quantized Diffusion Models
[ "Yi-Chung Chen", "Zhi-Kai Huang", "Jing-Ren Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cDa8hfTyGc
poster
2407.13979
Truthfulness of Calibration Measures
[ "Nika Haghtalab", "Mingda Qiao", "Kunhe Yang", "Eric Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cDS8WxnMVP
poster
2307.02275
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods
[ "Felix Dangel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cCL92OPlDz
poster
2406.00985
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
[ "Mingzhen Huang", "Jialing Cai", "Shan Jia", "Vishnu Suresh Lokhande", "Siwei Lyu" ]
https://huggingface.co/papers/2406.00985
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cCGWj61Ael
poster
2404.13895
Optimal Design for Human Preference Elicitation
[ "Subhojyoti Mukherjee", "Anusha Lalitha", "Kousha Kalantari", "Aniket Anand Deshmukh", "Ge Liu", "Yifei Ma", "Branislav Kveton" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cCDMXXiamP
poster
2405.14106
Nearly Tight Black-Box Auditing of Differentially Private Machine Learning
[ "Meenatchi Sundaram Muthu Selva Annamalai", "Emiliano De Cristofaro" ]
[ "https://github.com/spalabucr/bb-audit-dpsgd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cBY66CKEbq
poster
A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
[ "Yue Wang", "Zhongchang Sun", "Shaofeng Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cARFM6KKlE
poster
2405.18172
AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario
[ "Yuhan Li", "Hao Zhou", "Wenxiang Shang", "Ran Lin", "Xuanhong Chen", "Bingbing Ni" ]
https://huggingface.co/papers/2405.18172
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cAFvxVFaii
poster
2402.01000
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
[ "Vincent Zhihao Zheng", "Lijun Sun" ]
[ "https://github.com/rottenivy/mv_pts_correlatederr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cA9gLXFaRo
poster
2405.19783
Instruction-Guided Visual Masking
[ "Jinliang Zheng", "Jianxiong Li", "Sijie Cheng", "Yinan Zheng", "Jiaming Li", "Jihao Liu", "Yu Liu", "Jingjing Liu", "Xianyuan Zhan" ]
https://huggingface.co/papers/2405.19783
[ "https://github.com/2toinf/ivm" ]
[]
[ "2toINF/IVM" ]
[ "2toINF/IVM-Mix-1M" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c8cpMlPUbI
poster
2404.07266
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
[ "Vahid Balazadeh", "Keertana Chidambaram", "Viet Nguyen", "Rahul Krishnan", "Vasilis Syrgkanis" ]
[ "https://github.com/vdblm/ExPerior" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c8HOQIMwKP
poster
2410.09909
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
[ "Ye Sun", "Hao Zhang", "Tiehua Zhang", "Xingjun Ma", "Yu-Gang Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c7m1HahBNf
poster
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
[ "Mingjia Li", "Shuang Li", "Tongrui Su", "Longhui Yuan", "Jian Liang", "Wei Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c78U5zi4eA
poster
2404.08660
How Does Message Passing Improve Collaborative Filtering?
[ "Mingxuan Ju", "William Shiao", "Zhichun Guo", "Yanfang Ye", "Yozen Liu", "Neil Shah", "Tong Zhao" ]
[ "https://github.com/snap-research/test-time-aggregation-for-cf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c4ElkpA0kh
poster
Efficient Φ-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
[ "Brian Hu Zhang", "Ioannis Anagnostides", "Gabriele Farina", "Tuomas Sandholm" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c3Pakdyi3t
poster
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
[ "Runqian Wang", "Soumya Ghosh", "David Daniel Cox", "Diego Antognini", "Aude Oliva", "Rogerio Feris", "Leonid Karlinsky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c3OZBJpN7M
poster
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
[ "Jianqiao Zhang", "Caifeng Shan", "Jungong Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=c37x7CXZ2Y
poster
2406.06452
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
[ "Miruna Oprescu", "Nathan Kallus" ]
[ "https://github.com/CausalML/Weak-Instruments-Obs-Data-CATE" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bzuQtVDxv0
poster
Splatter a Video: Video Gaussian Representation for Versatile Processing
[ "Yang-Tian Sun", "Yi-Hua Huang", "Lin Ma", "Xiaoyang Lyu", "Yan-Pei Cao", "XIAOJUAN QI" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bzPmjmiaz8
poster
2405.07726
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
[ "Letian Peng", "Jingbo Shang" ]
https://huggingface.co/papers/2405.07726
[ "https://github.com/KomeijiForce/Active_Passive_Constraint_Koishiday_2024" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bzGAELYOyL
poster
Revisiting motion information for RGB-Event tracking with MOT philosophy
[ "Tianlu Zhang", "Kurt Debattista", "Qiang Zhang", "Guiguang Ding", "Jungong Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bxH6T1w1FW
poster
Soft Superpixel Neighborhood Attention
[ "Kent Gauen", "Stanley H. Chan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bxDok3uaK6
poster
2306.01354
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
[ "Liwei Huang", "Zhengyu Ma", "Liutao Yu", "Huihui Zhou", "Yonghong Tian" ]
[ "https://github.com/grasshlw/snn-neural-similarity-movie" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bwlUQsQumh
poster
2410.06377
A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding
[ "Xinhai Zhang", "Xingye Qiao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=buqvMT3B4k
poster
2401.11849
Self-Labeling the Job Shop Scheduling Problem
[ "Andrea Corsini", "Angelo Porrello", "Simone Calderara", "Mauro Dell'Amico" ]
[ "https://github.com/andreacorsini1/selflabelingjobshop" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=btuHzsAVsK
poster
2405.16493
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
[ "Shuangpeng Han", "Ziyu Wang", "Mengmi Zhang" ]
[ "https://github.com/zhanglab-deepneurocoglab/motionperceiver" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=btLLWaOrFs
poster
2410.10295
A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration
[ "Renlang Huang", "Yufan Tang", "Jiming Chen", "Liang Li" ]
[ "https://github.com/renlanghuang/cast" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bqGAheAeQY
poster
2404.07097
Fast Encoder-Based 3D from Casual Videos via Point Track Processing
[ "Yoni Kasten", "Wuyue Lu", "Haggai Maron" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=boGxvYWZEq
poster
2406.18868
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
[ "Yicheng Xu", "Yuxin Chen", "Jiahao Nie", "Yusong Wang", "Huiping Zhuang", "Manabu Okumura" ]
[ "https://github.com/linghan1997/regression-based-analytic-incremental-learning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bnzeOG0yey
poster
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
[ "Zhilin Zhao", "Longbing Cao", "Xuhui Fan", "Wei-Shi Zheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bnZZedw9CM
poster
2305.13948
Decoupled Kullback-Leibler Divergence Loss
[ "Jiequan Cui", "Zhuotao Tian", "Zhisheng Zhong", "XIAOJUAN QI", "Bei Yu", "Hanwang Zhang" ]
[ "https://github.com/jiequancui/DKL" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bnNSQhZJ88
poster
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
[ "Sumeet Ramesh Motwani", "Mikhail Baranchuk", "Martin Strohmeier", "Vijay Bolina", "Philip Torr", "Lewis Hammond", "Christian Schroeder de Witt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bmoS6Ggw4j
poster
2405.19119
Can Graph Learning Improve Planning in LLM-based Agents?
[ "Xixi Wu", "Yifei Shen", "Caihua Shan", "Kaitao Song", "Siwei Wang", "Bohang Zhang", "Jiarui Feng", "Hong Cheng", "Wei Chen", "Yun Xiong", "Dongsheng Li" ]
https://huggingface.co/papers/2405.19119
[ "https://github.com/wxxshirley/gnn4taskplan" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bkUvKPKafQ
poster
2401.10225
ChatQA: Surpassing GPT-4 on Conversational QA and RAG
[ "Zihan Liu", "Wei Ping", "Rajarshi Roy", "Peng Xu", "Chankyu Lee", "Mohammad Shoeybi", "Bryan Catanzaro" ]
https://huggingface.co/papers/2401.10225
[ "" ]
[ "GenAICoder/MultiPDFChatbot", "StevenChen16/AI-Lawyer", "itsme-nishanth/Nvidia-Llama3-QA", "joaoartur/llama3-deliverify", "Kaballas/MinerU", "davdadev/nvidia-Llama3-ChatQA-1.5-8B", "Ankit0802/Ankit", "AbdulMoid/Llama3ByNvidia", "sanbo1200/nvidia-Llama3-ChatQA-1.5-8B", "BloodRain666/Gemma-7B-Instruct-api", "Jeff28/viaPDFchat", "Jeff28/viaPDFchat-2.0", "redfernstech/nvidia-dragon-multiturn-context-encoder" ]
[ "nvidia/Llama3-ChatQA-1.5-8B", "nvidia/Llama3-ChatQA-1.5-70B", "cerebras/Llama3-DocChat-1.0-8B", "nvidia/dragon-multiturn-query-encoder", "nvidia/dragon-multiturn-context-encoder", "nvidia/Llama3-ChatQA-2-8B", "nvidia/Llama3-ChatQA-2-70B", "grimjim/llama-3-nvidia-ChatQA-1.5-8B", "Sreenington/Llama-3-8B-ChatQA-AWQ", "LoneStriker/Llama3-ChatQA-1.5-70B-GGUF", "Raj-Maharajwala/OpenInsuranceLLM-Llama3-8B-GGUF", "QuantFactory/Llama3-ChatQA-1.5-8B-GGUF", "QuantFactory/Llama3-ChatQA-2-8B-GGUF", "fakezeta/Llama3-ChatQA-1.5-8B-ov-int8", "LoneStriker/Llama3-ChatQA-1.5-8B-GGUF", "LoneStriker/Llama3-ChatQA-1.5-8B-4.0bpw-h6-exl2", "QuantFactory/NVIDIA-Llama3-ChatQA-1.5-8B-GGUF", "Kameshr/Nvidia-Llama3Q-A-8bit", "RichardErkhov/nvidia_-_Llama3-ChatQA-1.5-8B-4bits", "QuantFactory/Llama3-DocChat-1.0-8B-GGUF", "QuantFactory/llama-3-nvidia-ChatQA-1.5-8B-GGUF", "FlorianJc/Llama3-ChatQA-1.5-8B-vllm-fp8", "LoneStriker/Llama3-ChatQA-1.5-8B-3.0bpw-h6-exl2", "LoneStriker/Llama3-ChatQA-1.5-8B-6.0bpw-h6-exl2", "LoneStriker/Llama3-ChatQA-1.5-8B-8.0bpw-h8-exl2", "LoneStriker/Llama3-ChatQA-1.5-8B-5.0bpw-h6-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw2.5-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw2.25-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw3.5-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw3-exl2", "LiteLLMs/Llama3-ChatQA-1.5-8B-GGUF", "LoneStriker/Llama3-ChatQA-1.5-70B-2.4bpw-h6-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw4.6-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw4-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw4.2-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw4.4-exl2", "LoneStriker/Llama3-ChatQA-1.5-70B-3.5bpw-h6-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw3.7-exl2", "LoneStriker/Llama3-ChatQA-1.5-70B-4.0bpw-h6-exl2", "MoMonir/Llama3-ChatQA-1.5-8B-GGUF", "LoneStriker/Llama3-ChatQA-1.5-70B-4.65bpw-h6-exl2", "LoneStriker/Llama3-ChatQA-1.5-70B-5.0bpw-h6-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw4.8-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw5-exl2", "LoneStriker/Llama3-ChatQA-1.5-70B-6.0bpw-h6-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw5.5-exl2", "blockblockblock/Llama3-ChatQA-1.5-8B-bpw6-exl2", "FlorianJc/Llama3-ChatQA-1.5-8B-v2-vllm-fp8", "Kameshr/Nvidia-Llama3-ChatQA-1.5-4bit", "RichardErkhov/nvidia_-_Llama3-ChatQA-1.5-8B-8bits", "DataGuard/Llama3-ChatQA-1.5-8B", "Raj-Maharajwala/OpenInsuranceLLM-Llama3-8B", "nvl-og/new-llama-3.1-8b", "nvl-bkk/my-model-repo", "KnutJaegersberg/Llama3-ChatQA-2-70B-4.0bpw-exl2", "RichardErkhov/grimjim_-_llama-3-nvidia-ChatQA-1.5-8B-gguf", "RichardErkhov/nvidia_-_Llama3-ChatQA-1.5-8B-gguf" ]
[ "nvidia/ChatQA-Training-Data", "nvidia/ChatRAG-Bench" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bkLetzd97M
poster
2411.01122
OnlineTAS: An Online Baseline for Temporal Action Segmentation
[ "Qing Zhong", "Guodong Ding", "Angela Yao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bjFhVbky5A
poster
2411.08446
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
[ "Xiaonan Nie", "Qibin Liu", "Fangcheng Fu", "Shenhan Zhu", "Xupeng Miao", "Xiaoyang Li", "Yang Zhang", "Shouda Liu", "Bin CUI" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bioHNTRnQk
poster
2402.07712
Model Collapse Demystified: The Case of Regression
[ "Elvis Dohmatob", "Yunzhen Feng", "Julia Kempe" ]
https://huggingface.co/papers/2402.07712
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=biAqUbAuG7
poster
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
[ "Benjamin Ellis", "Matthew Thomas Jackson", "Andrei Lupu", "Alexander D. Goldie", "Mattie Fellows", "Shimon Whiteson", "Jakob Nicolaus Foerster" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bhSfbjS6j9
oral
2405.14530
Multistable Shape from Shading Emerges from Patch Diffusion
[ "Xinran Han", "Todd Zickler", "Ko Nishino" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bg6fVPVs3s
oral
2406.02507
Guiding a Diffusion Model with a Bad Version of Itself
[ "Tero Karras", "Miika Aittala", "Tuomas Kynkäänniemi", "Jaakko Lehtinen", "Timo Aila", "Samuli Laine" ]
https://huggingface.co/papers/2406.02507
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bf0MdFlz1i
poster
2403.09603
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
[ "Megha Srivastava", "Simran Arora", "Dan Boneh" ]
[ "https://github.com/meghabyte/verifiable-training" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=bescO94wog
poster
Partially Observable Cost-Aware Active-Learning with Large Language Models
[ "Nicolás Astorga", "Tennison Liu", "Nabeel Seedat", "Mihaela van der Schaar" ]
[ "" ]
[]
[]
[]
NeurIPS2024