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NeurIPS 2024: all accepted papers

4,494 papers · page 30 of 45 · the most cited first · ← NeurIPS 2024

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  1. Dual-Diffusion for Binocular 3D Human Pose Estimation ↗Xiaoyue Wan, Zhuo Chen, Bingzhi Duan et al.1 citation
  2. Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets ↗Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz1 citation
  3. Déjà Vu Memorization in Vision–Language Models ↗Bargav Jayaraman, Chuan Guo, Kamalika Chaudhuri1 citation
  4. EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning ↗Pragya Singh, Ritvik Budhiraja, Ankush Gupta et al.1 citation
  5. EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics ↗Jingyang Yuan, Gongbo Sun, Zhiping Xiao et al.1 citation
  6. EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records ↗Yeonsu Kwon, Jiho Kim, Gyubok Lee et al.1 citation
  7. EM Distillation for One-step Diffusion Models ↗Sirui Xie, Zhisheng Xiao, Diederik P. Kingma et al.1 citation
  8. EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing ↗Qibo Qiu, Shun Zhang, Haiming Gao et al.1 citation
  9. ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis ↗Zanlin Ni, Yizeng Han, Renping Zhou et al.1 citation
  10. ESPACE: Dimensionality Reduction of Activations for Model Compression ↗Charbel Sakr, Brucek Khailany1 citation
  11. ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses ↗Junjie Ni, Guofeng Zhang, Guanglin Li et al.1 citation
  12. Easy Regional Contrastive Learning of Expressive Fashion Representations ↗Sheng Li, Handong Zhao, Sheng Li1 citation
  13. Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously ↗Yihan Wang, Yifan Zhu, Xiao-Shan Gao1 citation
  14. Efficient Centroid-Linkage Clustering ↗MohammadHossein Bateni, Laxman Dhulipala, Willem Fletcher et al.1 citation
  15. Efficient Discrepancy Testing for Learning with Distribution Shift ↗Gautam Chandrasekaran, Adam R. Klivans, Vasilis Kontonis et al.1 citation
  16. Efficient Streaming Algorithms for Graphlet Sampling ↗Yann Bourreau, Marco Bressan, T-H. Hubert Chan et al.1 citation
  17. Efficient and Private Marginal Reconstruction with Local Non-Negativity ↗Brett Mullins, Miguel Fuentes, Yingtai Xiao et al.1 citation
  18. Efficient Φ-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games ↗Brian Hu Zhang, Ioannis Anagnostides, Gabriele Farina et al.1 citation
  19. Elliptical Attention ↗Stefan K. Nielsen, Laziz U. Abdullaev, Rachel S. Y. Teo et al.1 citation
  20. Emergence of heavy tails in homogenized stochastic gradient descent ↗Zhe Jiao, Martin Keller‐Ressel1 citation
  21. Empowering and Assessing the Utility of Large Language Models in Crop Science ↗Hang Zhang, Jiawei Sun, Renqi Chen et al.1 citation
  22. Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination ↗Shelly Golan, Roy Ganz, Michael Elad1 citation
  23. Enhancing LLM’s Cognition via Structurization ↗Kai Liu, Zhihang Fu, Chao Chen et al.1 citation
  24. Enhancing Large Language Models through Adaptive Tokenizers ↗Mengyu Zheng, Hanting Chen, Tianyu Guo et al.1 citation
  25. Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach ↗Rory Young, Nicolas Pugeault1 citation
  26. Enriching Disentanglement: From Logical Definitions to Quantitative Metrics ↗Yivan Zhang, Masashi Sugiyama1 citation
  27. EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes ↗Mason Hargrave, Alex Spaeth, Logan Grosenick1 citation
  28. Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters ↗Ya-Wei Eileen Lin, Ronen Talmon, Ron Levie1 citation
  29. Equivariant spatio-hemispherical networks for diffusion MRI deconvolution ↗Axel Elaldi, Guido Gerig, Neel Dey1 citation
  30. Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View ↗Anlan Yu, Shusen Jing, Ning Lyu et al.1 citation
  31. Evaluating Multiview Object Consistency in Humans and Image Models ↗Tyler Bonnen, Stephanie Fu, Yutong Bai et al.1 citation
  32. Evaluating alignment between humans and neural network representations in image-based learning tasks ↗Can Demircan, Tankred Saanum, Leonardo Pettini et al.1 citation
  33. Evaluating language models as risk scores ↗André Ferreira Cruz, Moritz Hardt, Celestine Dünner1 citation
  34. Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor ↗Keji He, Kehan Chen, Jiawang Bai et al.1 citation
  35. Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity ↗Dayou Yu, Minghao Li, Weishi Shi et al.1 citation
  36. Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems ↗Giung Nam, Juho Lee1 citation
  37. Exactly Minimax-Optimal Locally Differentially Private Sampling ↗Hyun-Young Park, Shahab Asoodeh, Si-Hyeon Lee1 citation
  38. Exclusively Penalized Q-learning for Offline Reinforcement Learning ↗Junghyuk Yeom, Yonghyeon Jo, Jungmo Kim et al.1 citation
  39. Expanding Sparse Tuning for Low Memory Usage ↗S Shen, Junshu Sun, Xiangyang Ji et al.1 citation
  40. Expert-level protocol translation for self-driving labs ↗Yu-Zhe Shi, Fanxu Meng, Haofei Hou et al.1 citation
  41. Explaining Datasets in Words: Statistical Models with Natural Language Parameters ↗Ruiqi Zhong, Heng Wang, Dan Klein et al.1 citation
  42. Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion ↗Filip Szatkowski, Bartosz Wójcik, Mikołaj Piórczyński et al.1 citation
  43. Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels ↗Haoyang Luo, Zheng Zhang, Yadan Luo1 citation
  44. Exploiting Representation Curvature for Boundary Detection in Time Series ↗Yooju Shin, Jaehyun Park, Hwanjun Song et al.1 citation
  45. Exploring Adversarial Robustness of Deep State Space Models ↗Biqing Qi, Yiang Luo, Junqi Gao et al.1 citation
  46. Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models ↗Yule Wang, Weihan Li, Weihan Li et al.1 citation
  47. Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks ↗Xuyuan Liu, Yinghao Cai, Qihui Yang et al.1 citation
  48. Exploring DCN-like architecture for fast image generation with arbitrary resolution ↗Shuai Wang, Xubin Li, Tianhui Song et al.1 citation
  49. Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks ↗Xin-Chun Li, Jin-Lin Tang, Bo Zhang et al.1 citation
  50. Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning ↗Y. Y. Duan, Guofeng Cui, He Zhu1 citation
  51. Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces ↗Luis Hernan Cubillos, Guy Revach, Matthew J. Mender et al.1 citation
  52. Extending Video Masked Autoencoders to 128 frames ↗Nitesh B. Gundavarapu, Luke Friedman, Raghav Goyal et al.1 citation
  53. FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning ↗Lisha Chen, Afm Saif, Yanning Shen et al.1 citation
  54. FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models ↗Pengxiang Li, Zhi Wei Gao, Bofei Zhang et al.1 citation
  55. FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning ↗Tristan Cinquin, Marvin Pförtner, Vincent Fortuin et al.1 citation
  56. FUGAL: Feature-fortified Unrestricted Graph Alignment ↗Aditya Bommakanti, Harshith Reddy Vonteri, Konstantinos Skitsas et al.1 citation
  57. Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation ↗Xin Yuan, Michael Maire1 citation
  58. Fair Allocation in Dynamic Mechanism Design ↗Alireza Fallah, Michael I. Jordan, Annie Ulichney1 citation
  59. Fair Kernel K-Means: from Single Kernel to Multiple Kernel ↗Peng Zhou, Rongfeng Li, Liang Du1 citation
  60. Fair Secretaries with Unfair Predictions ↗Eric Balkanski, Will Ma, Andreas Maggiori1 citation
  61. FairJob: A Real-World Dataset for Fairness in Online Systems ↗Mariia Vladimirova, Eustache Diemert, Federico Pavone1 citation
  62. Fairness and Efficiency in Online Class Matching ↗MohammadTaghi Hajiaghayi, Shayan Chashm Jahan, Mohammad Sharifi et al.1 citation
  63. Fairness without Harm: An Influence-Guided Active Sampling Approach ↗Jinlong Pang, Jinlong Pang, Zhaowei Zhu et al.1 citation
  64. Fairness-Aware Estimation of Graphical Models ↗Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou et al.1 citation
  65. Fast Best-of-N Decoding via Speculative Rejection ↗Hanshi Sun, Momin Haider, Ruiqi Zhang et al.1 citation
  66. Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification ↗Yihong Luo, Yuhan Chen, Siya Qiu et al.1 citation
  67. Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations ↗Yasutoshi Ida, Sekitoshi Kanai, Atsutoshi Kumagai et al.1 citation
  68. Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms ↗Yang Cai, Gabriele Farina, Julien Grand-Clément et al.1 citation
  69. Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning ↗Hao Wu, Hanwen Zhang1 citation
  70. FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning ↗Evelyn Ma, Chao Pan, S. Rasoul Etesami et al.1 citation
  71. Feedback control guides credit assignment in recurrent neural networks ↗Klara Kaleb, Barbara Feulner, Juan Álvaro Gallego et al.1 citation
  72. Few-Shot Task Learning through Inverse Generative Modeling ↗Aviv Netanyahu, Yilun Du, Antonia Bronars et al.1 citation
  73. Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark ↗Brianna M. Karpowicz, Joel Ye, Chaofei Fan et al.1 citation
  74. FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models ↗Tong Wu, Yinghao Xu, Ryan Po et al.1 citation
  75. Fit for our purpose, not yours: Benchmark for a low-resource, Indigenous language ↗Suzanne Duncan, Gianna Leoni, L. Steven et al.1 citation
  76. Flatten Anything: Unsupervised Neural Surface Parameterization ↗Qijian Zhang, Junhui Hou, Wenping Wang et al.1 citation
  77. FlexCap: Describe Anything in Images in Controllable Detail ↗Debidatta Dwibedi, Vidhi Jain, Jonathan Tompson et al.1 citation
  78. FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning ↗Sizhe Liu, Jun Xia, Lecheng Zhang et al.1 citation
  79. Flexible task abstractions emerge in linear networks with fast and bounded units ↗Kai Jappe Sandbrink, Jan P. Bauer, Alexandra M. Proca et al.1 citation
  80. FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner ↗Wenliang Zhao, Minglei Shi, Xumin Yu et al.1 citation
  81. Foundation Inference Models for Markov Jump Processes ↗David Berghaus, Kostadin Cvejoski, Patrick Seifner et al.1 citation
  82. Foundations of Multivariate Distributional Reinforcement Learning ↗Harley Wiltzer, Jesse Farebrother, Arthur Gretton et al.1 citation
  83. Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations ↗Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik1 citation
  84. From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning ↗Pusen Dong, Tianchen Zhu, Yue Qiu et al.1 citation
  85. From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuS ↗Haoran Zhang, Junkai Deng, Xuhui Chen et al.1 citation
  86. Fully Unconstrained Online Learning ↗Ashok Cutkosky, Zakaria Mhammedi1 citation
  87. Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem ↗Huaqing Zhang, Lesi Chen, Jing Xu et al.1 citation
  88. FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images ↗Yu Zheng, Senzhang Wang, Siying Cui et al.1 citation
  89. GFlowNet Assisted Biological Sequence Editing ↗Pouya Ghari, Alex M. Tseng, Gökçen Eraslan et al.1 citation
  90. GOMAA-Geo: GOal Modality Agnostic Active Geo-localization ↗Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen et al.1 citation
  91. GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning ↗Zehui Li, Vallijah Subasri, Guy-Bart V. Stan et al.1 citation
  92. GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation ↗Haoran Lu, Ruihai Wu, Yitong Li et al.1 citation
  93. Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation ↗Daeho Um, Ji Won Yoon, Seong Jin Ahn et al.1 citation
  94. Generalizablity of Memorization Neural Network ↗Lijia Yu, Xiao-Shan Gao, Lijun Zhang et al.1 citation
  95. Generalization Bounds via Conditional f-Information ↗Ziqiao Wang, Yongyi Mao1 citation
  96. Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure ↗Jin Zhang, Ze Liu, Defu Lian et al.1 citation
  97. Generalized Protein Pocket Generation with Prior-Informed Flow Matching ↗Zaixi Zhang, Marinka Žitnik, Qi Liu1 citation
  98. Generalizing CNNs to graphs with learnable neighborhood quantization ↗Isaac Osafo Nkansah, Neil M. Gallagher, Ruchi Sandilya et al.1 citation
  99. Generating Origin-Destination Matrices in Neural Spatial Interaction Models ↗Ioannis Zachos, Mark Girolami, Theodoros Damoulas1 citation
  100. Generative Retrieval Meets Multi-Graded Relevance ↗Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.1 citation

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