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NeurIPS 2024: all accepted papers

4,494 papers · page 20 of 45 · the most cited first · ← NeurIPS 2024

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  1. MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps ↗Yating Xu, Chen Li, Gim Hee Lee3 citations
  2. MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization ↗Aozhong Zhang, Naigang Wang, Yanxia Deng et al.3 citations
  3. Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows ↗Alberto Cabezas, Louis Sharrock, Christopher Nemeth3 citations
  4. Marrying Causal Representation Learning with Dynamical Systems for Science ↗Dingling Yao, Caroline Muller, Francesco Locatello3 citations
  5. MathPile: A Billion-Token-Scale Pretraining Corpus for Math ↗Zengzhi Wang, Pengfei Liu, Rui Xia et al.3 citations
  6. Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning ↗Keying Kuang, Frances Dean, Jack B. Jedlicki et al.3 citations
  7. Memory-Efficient LLM Training with Online Subspace Descent ↗Kaizhao Liang, Bo Liu, Lizhang Chen et al.3 citations
  8. MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers ↗Ning Ding, Yehui Tang, Haochen Qin et al.3 citations
  9. Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation ↗Yizhou Zhao, Hengwei Bian, Kaihua Chen et al.3 citations
  10. Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization ↗Zheyi Fan, Wenyu Wang, Szu Ng et al.3 citations
  11. Mitigating Spurious Correlations via Disagreement Probability ↗Hye Ree Han, Sehwan Kim, Hyungjun Joo et al.3 citations
  12. Mixture of In-Context Experts Enhance LLMs' Long Context Awareness ↗Hongzhan Lin, Ang Lv, Yuhan Chen et al.3 citations
  13. Mixture of Tokens: Continuous MoE through Cross-Example Aggregation ↗Szymon Antoniak, Michał Krutul, Maciej Pióro et al.3 citations
  14. MoEUT: Mixture-of-Experts Universal Transformers ↗Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber et al.3 citations
  15. MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer ↗Minghao Zhu, Ronghao Dang, Mengxian Hu et al.3 citations
  16. Model Based Inference of Synaptic Plasticity Rules ↗Yash Mehta, Danil Tyulmankov, Adithya E. Rajagopalan et al.3 citations
  17. Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory ↗Pasan Dissanayake, Sanghamitra Dutta3 citations
  18. Molecule Generation with Fragment Retrieval Augmentation ↗Seul Lee, Karsten Kreis, Srimukh Prasad Veccham et al.3 citations
  19. Monte Carlo Tree Search based Space Transfer for Black Box Optimization ↗Shukuan Wang, Ke Xue, Lei Song et al.3 citations
  20. MotionBooth: Motion-Aware Customized Text-to-Video Generation ↗Jianzong Wu, Xiangtai Li, Yanhong Zeng et al.3 citations
  21. Multi-Agent Coordination via Multi-Level Communication ↗Ziluo Ding, Zeyuan Liu, Zhirui Fang et al.3 citations
  22. Multi-Agent Imitation Learning: Value is Easy, Regret is Hard ↗Jingwu Tang, Gokul Swamy, Jingwu Tang et al.3 citations
  23. Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets ↗Bingqiao Luo, Zhen Zhang, Qian Wang et al.3 citations
  24. Multi-model Ensemble Conformal Prediction in Dynamic Environments ↗Erfan Hajihashemi, Yanning Shen3 citations
  25. MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step ↗Takeshi Noda, Chao Chen, Weiqi Zhang et al.3 citations
  26. Multiview Scene Graph ↗Juexiao Zhang, Gao Zhu, Xinhao Liu et al.3 citations
  27. Mutual Information Estimation via Normalizing Flows ↗D. Butakov, D. Tolmachev, V. Malanchuk et al.3 citations
  28. Navigating the Effect of Parametrization for Dimensionality Reduction ↗Haiyang Huang, Yingfan Wang, Cynthia D Rudin3 citations
  29. Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models ↗Sheng Peng, Pin-Yu Chen, Matthew Hull et al.3 citations
  30. Nearly Optimal Approximation of Matrix Functions by the Lanczos Method ↗Noah Amsel, Tyler Chen, Anne Greenbaum et al.3 citations
  31. Neglected Hessian component explains mysteries in sharpness regularization ↗Yann Dauphin, Atish Agarwala, Hossein Mobahi3 citations
  32. NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation ↗Momin Haider, Ming Yin, Menglei Zhang et al.3 citations
  33. Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms ↗Chengyuan Deng, Jie Gao, Kevin Lu et al.3 citations
  34. Neural Experts: Mixture of Experts for Implicit Neural Representations ↗Yizhak Ben-Shabat, Chamin Hewa Koneputugodage, Sameera Ramasinghe et al.3 citations
  35. Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling ↗Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth3 citations
  36. Neural Krylov Iteration for Accelerating Linear System Solving ↗Jian Luo, Jie Wang, Hong Wang et al.3 citations
  37. Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations ↗Nicholas Gao, Stephan Günnemann3 citations
  38. NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory ↗Navami Kairanda, Marc Habermann, Christian Theobalt et al.3 citations
  39. Neuro-Symbolic Data Generation for Math Reasoning ↗Zenan Li, Zhi Quan Zhou, Yuan Yao et al.3 citations
  40. No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO ↗Skander Moalla, Andrea Miele, Daniil Pyatko et al.3 citations
  41. NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention ↗Tianyi Zhang, Jonah Yi, Bowen Yao et al.3 citations
  42. Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data ↗Jiaojiao Zhang, Jiang Hu, Anthony Man–Cho So et al.3 citations
  43. Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery ↗Yue Yu, Ning Liu, Ning Liu et al.3 citations
  44. Normalization and effective learning rates in reinforcement learning ↗Clare Lyle, Zeyu Zheng, Khimya Khetarpal et al.3 citations
  45. OTTER: Effortless Label Distribution Adaptation of Zero-shot Models ↗Changho Shin, Jitian Zhao, Sonia Cromp et al.3 citations
  46. OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning ↗Anwesa Choudhuri, Girish Vinayak Chowdhary, Alexander Gerhard Schwing3 citations
  47. On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions ↗Yusu Hong, Junhong Lin3 citations
  48. On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs) ↗Jerry Yao-Chieh Hu, Weimin Wu, Han Liu et al.3 citations
  49. On conditional diffusion models for PDE simulations ↗Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin et al.3 citations
  50. On the Ability of Developers' Training Data Preservation of Learnware ↗Hao-Yi Lei, Zhi-Hao Tan, Zhi‐Hua Zhou3 citations
  51. On the Convergence of Loss and Uncertainty-based Active Learning Algorithms ↗Daniel Haimovich, Dima Karamshuk, Fridolin Linder et al.3 citations
  52. On the Role of Attention Masks and LayerNorm in Transformers ↗Xinyi Wu, Amir Ajorlou, Yifei Wang et al.3 citations
  53. On the Stability and Generalization of Meta-Learning ↗Yunjuan Wang, Raman Arora3 citations
  54. One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection ↗Yiyue Li, Shaoting Zhang, Yiyue Li et al.3 citations
  55. OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images ↗Ye Mao, Junpeng Jing, Krystian Mikolajczyk3 citations
  56. OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction ↗Hongbo Zhao, Lue Fan, Yuntao Chen et al.3 citations
  57. Optical Diffusion Models for Image Generation ↗İlker Oğuz, Niyazi Ulaş Dinç, Mustafa Yıldırım et al.3 citations
  58. Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification ↗Rui Si Li, Tingting Ren, Jie Wen et al.3 citations
  59. Optimal deep learning of holomorphic operators between Banach spaces ↗Ben Adcock, Nick Dexter, Sebastián Moraga3 citations
  60. Optimistic Verifiable Training by Controlling Hardware Nondeterminism ↗Megha Srivastava, Simran Arora, Dan Boneh3 citations
  61. OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning ↗Shengjie Niu, Lifan Lin, Huang Jian et al.3 citations
  62. PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization ↗Yao Ni, Shan Zhang, Piotr Koniusz3 citations
  63. PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices ↗Hanqing Zhu, Wenyan Cong, Guojin Chen et al.3 citations
  64. PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation ↗Fei Ni, Jianye Hao, Shiguang Wu et al.3 citations
  65. PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation ↗W.-C.V. Yang, Jiawei Chen, Xin Xin et al.3 citations
  66. Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning ↗Wenke Huang, Mang Ye, Zekun Shi et al.3 citations
  67. PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator ↗Hanshu Yan, Xingchao Liu, Jiachun Pan et al.3 citations
  68. Persistent Test-time Adaptation in Recurring Testing Scenarios ↗Trung-Hieu Hoang, Duc Vo, Minh N. Do3 citations
  69. Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization ↗Michał Balcerak, Tamaz Amiranashvili, Andreas Wagner et al.3 citations
  70. Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees ↗Taiki Miyagawa, Takeru Yokota3 citations
  71. Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis ↗Hongyu Sun, Qiuhong Ke, Yongcai Wang et al.3 citations
  72. Policy-shaped prediction: avoiding distractions in model-based reinforcement learning ↗Miles Hutson, Isaac Kauvar, Nick Haber3 citations
  73. Predicting Future Actions of Reinforcement Learning Agents ↗Stephen Chung, Scott Niekum, David Krueger3 citations
  74. Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms ↗Marc Wanner, Laura Lewis, Chiranjib Bhattacharyya et al.3 citations
  75. Predicting Label Distribution from Ternary Labels ↗Yunan Lu, Xiuyi Jia3 citations
  76. Prediction with Action: Visual Policy Learning via Joint Denoising Process ↗Yanjiang Guo, Yucheng Hu, Jianke Zhang et al.3 citations
  77. Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs ↗Yuxuan Qiao, Haodong Duan, Xinyu Fang et al.3 citations
  78. PrivCirNet: Efficient Private Inference via Block Circulant Transformation ↗Tianshi Xu, Lemeng Wu, Runsheng Wang et al.3 citations
  79. ProTransformer: Robustify Transformers via Plug-and-Play Paradigm ↗Zhichao Hou, Wenxin Gao, Yuchen Shen et al.3 citations
  80. Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics ↗Yenho Chen, Noga Mudrik, Kyle Johnsen et al.3 citations
  81. Probabilistic Graph Rewiring via Virtual Nodes ↗Chendi Qian, Andrei Manolache, Christopher Morris et al.3 citations
  82. Proportional Fairness in Clustering: A Social Choice Perspective ↗Leon Kellerhals, Jannik Peters3 citations
  83. Prospective Representation Learning for Non-Exemplar Class-Incremental Learning ↗Wuxuan Shi, Mang Ye3 citations
  84. ProtGO: Function-Guided Protein Modeling for Unified Representation Learning ↗Bozhen Hu, Cheng Tan, Yongjie Xu et al.3 citations
  85. Provable Posterior Sampling with Denoising Oracles via Tilted Transport ↗Joan Bruna, Jiequn Han3 citations
  86. Provable and Efficient Dataset Distillation for Kernel Ridge Regression ↗Yilan Chen, Wei Huang, Tsui-Wei Weng3 citations
  87. P²C²Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics ↗Qi Wang, Pu Ren, Hao Zhou et al.3 citations
  88. Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model ↗Jing Zhang, Linjiajie Fang, Kexin Shi et al.3 citations
  89. QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers ↗Ethan Che, Ang Li, Ethan Che et al.3 citations
  90. RAGraph: A General Retrieval-Augmented Graph Learning Framework ↗Xinke Jiang, Rihong Qiu, Yongxin Xu et al.3 citations
  91. REBEL: Reinforcement Learning via Regressing Relative Rewards ↗Zhaolin Gao, Jonathan Chang, Wenhao Zhan et al.3 citations
  92. RL-GPT: Integrating Reinforcement Learning and Code-as-policy ↗Shaoteng Liu, Haoqi Yuan, Minda Hu et al.3 citations
  93. Randomized Strategic Facility Location with Predictions ↗Eric Balkanski, Vasilis Gkatzelis, Golnoosh Shahkarami3 citations
  94. ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration ↗Chi-Wei Hsiao, Yu-Lun Liu, Cheng-Kun Yang et al.3 citations
  95. Realizable H-Consistent and Bayes-Consistent Loss Functions for Learning to Defer ↗Anqi Mao, Mehryar Mohri, Yutao Zhong3 citations
  96. Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model ↗Ziqi Xie, Weidong Zhao, Xianhui Liu et al.3 citations
  97. Reconstruction of Manipulated Garment with Guided Deformation Prior ↗Ren Li, Corentin Dumery, Zhantao Deng et al.3 citations
  98. Referencing Where to Focus: Improving Visual Grounding with Referential Query ↗Yabing Wang, Zhuotao Tian, Qingpei Guo et al.3 citations
  99. Referring Human Pose and Mask Estimation In the Wild ↗Bo Miao, Mingtao Feng, Zijie Wu et al.3 citations
  100. Reinforcement Learning with Lookahead Information ↗Nadav Merlis3 citations

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