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NeurIPS 2024: all accepted papers

4,494 papers · page 11 of 45 · the most cited first · ← NeurIPS 2024

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  1. 3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration ↗Liyuan Zhang, Le Hui, Qi Liu et al.6 citations
  2. 4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models ↗Heng Yu, Chaoyang Wang, Peiye Zhuang et al.6 citations
  3. A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions ↗Hoonhee Cho, Taewoo Kim, Yuhwan Jeong et al.6 citations
  4. A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts ↗Samuele Bortolotti, Emanuele Marconato, Tommaso Carraro et al.6 citations
  5. A Simple Image Segmentation Framework via In-Context Examples ↗Yang Liu, Chenchen Jing, Hengtao Li et al.6 citations
  6. A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types ↗Artur Szałata, Andrew Benz, Robrecht Cannoodt et al.6 citations
  7. AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries ↗Irina Saparina, Mirella Lapata6 citations
  8. ANT: Adaptive Noise Schedule for Time Series Diffusion Models ↗Kibok Lee, Kibok Lee, Taeyoung Park6 citations
  9. AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation ↗Boyu Han, Qianqian Xu, Zhiyong Yang et al.6 citations
  10. AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis ↗Swapnil Bhosale, Haosen Yang, Diptesh Kanojia et al.6 citations
  11. Adaptive Preference Scaling for Reinforcement Learning with Human Feedback ↗Ilgee Hong, Zichong Li, Alexander Bukharin et al.6 citations
  12. Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning ↗Ronglong Fang, Yuesheng Xu6 citations
  13. AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery ↗Hangyu Zhou, Chia-Hsiang Kao, Cheng Perng Phoo et al.6 citations
  14. AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models ↗Shiwei Liu, Yefan Zhou, Shiwei Liu et al.6 citations
  15. Animate3D: Animating Any 3D Model with Multi-view Video Diffusion ↗Yanqin Jiang, Chaohui Yu, Chenjie Cao et al.6 citations
  16. Are Large Language Models Good Statisticians? ↗Yizhang Zhu, Shiyin Du, Boyan Li et al.6 citations
  17. BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models ↗Qijun Luo, Hengxu Yu, Xiao Li6 citations
  18. BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models ↗Fangyikang Wang, Hubery Yin, Yuejiang Dong et al.6 citations
  19. Benchmarking Complex Instruction-Following with Multiple Constraints Composition ↗Bosi Wen, Pei Ke, Binxin Hu et al.6 citations
  20. Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection ↗Jiaxu Leng, Zhanjie Wu, Mingpi Tan et al.6 citations
  21. Block Transformer: Global-to-Local Language Modeling for Fast Inference ↗Namgyu Ho, Sangmin Bae, Taehyeon Kim et al.6 citations
  22. Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models ↗Xin Li, Weize Chen, Qizhi Chu et al.6 citations
  23. Causal Context Adjustment Loss for Learned Image Compression ↗Minghao Han, Shiyin Jiang, Shengxi Li et al.6 citations
  24. CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction ↗Shuqi Li, Yuebo Sun, Yuxin Lin et al.6 citations
  25. Certified Machine Unlearning via Noisy Stochastic Gradient Descent ↗Ziang Chen, Haoyu Wang, Ziang Chen et al.6 citations
  26. ConStat: Performance-Based Contamination Detection in Large Language Models ↗Jasper Dekoninck, Mark Niklas Müller, Martin Vechev6 citations
  27. Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters ↗Dong Zhao, Shuang Wang, Shuang Wang et al.6 citations
  28. Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation ↗Shengxiang Hu, Huaijiang Sun, Dong Xu Wei et al.6 citations
  29. Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities ↗Adriel Saporta, Aahlad Puli, Mark Goldstein et al.6 citations
  30. ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models ↗Chuanhao Li, Kaining Ying, Hao Zhang et al.6 citations
  31. Copycats: the many lives of a publicly available medical imaging dataset ↗Amelia Jiménez-Sánchez, Natalia-Rozalia Avlona, Dovile Juodelyte et al.6 citations
  32. Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index ↗Qian Xie, Raul Astudillo, Peter I. Frazier et al.6 citations
  33. Cross-modal Representation Flattening for Multi-modal Domain Generalization ↗Yunfeng Fan, Wenchao Xu, Haohao Wang et al.6 citations
  34. Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning ↗Jiawei Yao, Qi Qian, Juhua Hu6 citations
  35. D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models ↗Yikun Jiang, Huanyu Wang, Lei Xie et al.6 citations
  36. DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving ↗Yuxuan Tong, Xiwen Zhang, Rui Wang et al.6 citations
  37. DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering ↗Zhongpai Gao, Benjamin Planche, Meng Zheng et al.6 citations
  38. DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models ↗Hengkang Wang, Xu Zhang, Taihui Li et al.6 citations
  39. DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering ↗Jiahao Lu, Jiacheng Deng, Ruijie Zhu et al.6 citations
  40. DarkSAM: Fooling Segment Anything Model to Segment Nothing ↗Ziqi Zhou, Yufei Song, Minghui Li et al.6 citations
  41. Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning ↗Wuyang Chen, Jialin Song, Pu Ren et al.6 citations
  42. DiffuBox: Refining 3D Object Detection with Point Diffusion ↗Xiangyu Chen, Zhenzhen Liu, Katie Luo et al.6 citations
  43. DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model ↗Abdullah Bin Jasni, Akiko Manada, Kohei Watabe6 citations
  44. Direct Unlearning Optimization for Robust and Safe Text-to-Image Models ↗Yong-Hyun Park, Sangdoo Yun, Jin-Hwa Kim et al.6 citations
  45. Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals ↗Hui Zheng, Haiteng Wang, Wei-Bang Jiang et al.6 citations
  46. Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning ↗Arko Banerjee, Kia Rahmani, Joydeep Biswas et al.6 citations
  47. E-Motion: Future Motion Simulation via Event Sequence Diffusion ↗Song Wu, Zhiyu Zhu, Jinjian Wu et al.6 citations
  48. Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability ↗Ming Xiang, Stratis Ioannidis, Edmund M. Yeh et al.6 citations
  49. Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization ↗Kai Hu, Weichen Yu, Yining Li et al.6 citations
  50. End-to-End Ontology Learning with Large Language Models ↗Andy Lo, Albert Qiaochu Jiang, Wenda Li et al.6 citations
  51. Enhancing Chess Reinforcement Learning with Graph Representation ↗Tomas Rigaux, Hisashi Kashima6 citations
  52. Exploring Molecular Pretraining Model at Scale ↗Xiaohong Ji, Zhen Wang, Zhifeng Gao et al.6 citations
  53. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning ↗Chong Ma, Hanqi Jiang, Wenting Chen et al.6 citations
  54. FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification ↗Kexue Fu, Xiaoyuan Luo, Linhao Qu et al.6 citations
  55. FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor ↗Mengting Xu, De Ma, Huajin Tang et al.6 citations
  56. FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding ↗Shuai Yuan, Guancong Lin, Lixian Zhang et al.6 citations
  57. Fairness in Social Influence Maximization via Optimal Transport ↗Shubham Chowdhary, Giulia De Pasquale, Nicolas Lanzetti et al.6 citations
  58. Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization ↗Yang Li, Jinpei Guo, Runzhong Wang et al.6 citations
  59. Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level ↗Ali Hassani, Wen‐mei Hwu, Humphrey Shi6 citations
  60. Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data ↗Zhaomin Wu, Junyi Hou, Yiqun Diao et al.6 citations
  61. Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity ↗Hanlin Gu, Win Ong, Chee Chan et al.6 citations
  62. FindingEmo: An Image Dataset for Emotion Recognition in the Wild ↗Laurent Mertens, Elahe’ Yargholi, Hans Op de Beeck et al.6 citations
  63. Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients ↗Youssef Allouah, Abdellah El Mrini, Rachid Guerraoui et al.6 citations
  64. Fisher Flow Matching for Generative Modeling over Discrete Data ↗Oscar Davis, Samuel Kessler, Mircea Petrache et al.6 citations
  65. Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting ↗Chiu-Wai Yan, Shi Foo, Van Trinh et al.6 citations
  66. Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement ↗Yanyan Huang, Weiqin Zhao, Yihang Chen et al.6 citations
  67. G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models ↗Pengyue Jia, Yiding Liu, Xiaopeng Li et al.6 citations
  68. GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration ↗Jiachen Wang, Tong Wu, Dawn Song et al.6 citations
  69. GVKF: Gaussian Voxel Kernel Functions for Highly Efficient Surface Reconstruction in Open Scenes ↗Gaochao Song, Chong Hu Cheng, Hao Wang6 citations
  70. Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images ↗Shengjun Zhang, Fei Xin, Fangfu Liu et al.6 citations
  71. Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling ↗Wanghan Xu, Fenghua Ling, Tao Han et al.6 citations
  72. Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes ↗Xiaomeng Hu, Pin‐Yu Chen, Xiaomeng Hu6 citations
  73. GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation ↗Phillip Lee, Taehoon Yoon, Minhyuk Sung6 citations
  74. HYDRA: Model Factorization Framework for Black-Box LLM Personalization ↗Yuchen Zhuang, Haotian Sun, Yue Yu et al.6 citations
  75. HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach ↗Maxim S. Nikolaev, Mikhail Kuznetsov, Dmitry Vetrov et al.6 citations
  76. Hardness of Learning Neural Networks under the Manifold Hypothesis ↗Bobak T. Kiani, Jason Wang, Melanie Weber6 citations
  77. Historical Test-time Prompt Tuning for Vision Foundation Models ↗Jiaxing Huang, Jiaxing Huang, Xiaoqin Zhang et al.6 citations
  78. How does PDE order affect the convergence of PINNs? ↗Changhoon Song, Yesom Park, Myungjoo Kang6 citations
  79. HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid ↗XU Xin-yu, Yizheng Zhang, Cewu Lu et al.6 citations
  80. IPO: Interpretable Prompt Optimization for Vision-Language Models ↗Yingjun Du, Wenfang Sun, Cees G. M. Snoek6 citations
  81. Images that Sound: Composing Images and Sounds on a Single Canvas ↗Ziyang Chen, Daniel Geng, Andrew Owens6 citations
  82. Improving Gloss-free Sign Language Translation by Reducing Representation Density ↗Jinhui Ye, Xing Wang, Wenxiang Jiao et al.6 citations
  83. Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition ↗Mengke Li, Ye Liu, Lü Yang et al.6 citations
  84. Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space ↗Maximilian Stölzle, Cosimo Della Santina6 citations
  85. Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity ↗Kaiqu Liang, Zixu Zhang, Jaime F. Fisac6 citations
  86. Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking ↗Xi Chen, Chuan Qin, Chuyu Fang et al.6 citations
  87. Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates ↗Kaifeng Lyu, Haoyu Zhao, Xinran Gu et al.6 citations
  88. Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference ↗Rohan Baskar Prabhakar, Hengrui Zhang, David Wentzlaff6 citations
  89. L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer ↗Jin Woo Shin, Hyun Kim6 citations
  90. Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication ↗Huao Li, Hossein Mahjoub, Behdad Chalaki et al.6 citations
  91. Lean Workbook: A large-scale Lean problem set formalized from natural language math problems ↗Huaiyuan Ying, Zijian Wu, Yihan Geng et al.6 citations
  92. Learning Action and Reasoning-Centric Image Editing from Videos and Simulation ↗Benno Krojer, Dheeraj Vattikonda, Luis Lara et al.6 citations
  93. Learning Formal Mathematics From Intrinsic Motivation ↗Gabriel Poesia, David Broman, Nick Haber et al.6 citations
  94. Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers ↗Dong Hoon Lee, Seunghoon Hong6 citations
  95. Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding ↗Yunze Man, Shuhong Zheng, Zhipeng Bao et al.6 citations
  96. Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack ↗Sihao Hu, Sihao Hu, Fatih İlhan et al.6 citations
  97. M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data ↗Matt Allen, Francisco Dorr, Joseph A. Gallego-Mejia et al.6 citations
  98. Maia-2: A Unified Model for Human-AI Alignment in Chess ↗Zhenwei Tang, Difan Jiao, Reid McIlroy-Young et al.6 citations
  99. Membership Inference Attacks against Large Vision-Language Models ↗Z. Li, Yongtao Wu, Yihang Chen et al.6 citations
  100. Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving ↗Aniket Didolkar, Anirudh Goyal, Nan Rosemary Ke et al.6 citations

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