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NeurIPS 2024: all accepted papers

4,494 papers · page 18 of 45 · the most cited first · ← NeurIPS 2024

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  1. Aligning Large Language Models with Representation Editing: A Control Perspective ↗Lingkai Kong, Haorui Wang, Wenhao Mu et al.3 citations
  2. Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering ↗Suyuan Liu, Siwei Wang, Ke Liang et al.3 citations
  3. Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization ↗Qihao Liu, Zhanpeng Zeng, Ju He et al.3 citations
  4. An Improved Empirical Fisher Approximation for Natural Gradient Descent ↗Xiaodong Wu, Xiaodong Wu, Chao Zhang et al.3 citations
  5. An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning ↗Qian Lin, Zongkai Liu, Danying Mo et al.3 citations
  6. Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting ↗Romain Ilbert, Malik Tiomoko, Cosme Louart et al.3 citations
  7. Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding ↗Yinuo Jing, Ruxu Zhang, Kongming Liang et al.3 citations
  8. Are Multiple Instance Learning Algorithms Learnable for Instances? ↗Jaeseok Jang, Hyuk-Yoon Kwon3 citations
  9. Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis ↗Jianning Deng, Kartic Subr, Hakan Bilen3 citations
  10. AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction ↗Liu Chun-an, Lilian Denzler, Yihong Chen et al.3 citations
  11. Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency ↗Zhongyu Li, Yifan Wu, Zhaoyu Li et al.3 citations
  12. Automated Efficient Estimation using Monte Carlo Efficient Influence Functions ↗Raj Agrawal, Sam Witty, Andy Zane et al.3 citations
  13. Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records ↗Suhan Cui, Prasenjit Mitra3 citations
  14. Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI ↗Guanxiong Luo, Shoujin Huang, Martin Uecker3 citations
  15. AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations ↗Haiyu Zhao, Lei Tian, Xinyan Xiao et al.3 citations
  16. Axioms for AI Alignment from Human Feedback ↗Luise Ge, Daniel Halpern, Evi Micha et al.3 citations
  17. B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable ↗Shreyash Arya, Sukrut Rao, Moritz Böhle et al.3 citations
  18. Bayesian Strategic Classification ↗Lee Cohen, Saeed Sharifi-Malvajerdi, Kevin Stang et al.3 citations
  19. Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime ↗Haoyu Geng, Hang Ruan, Runzhong Wang et al.3 citations
  20. Benchmarking the Attribution Quality of Vision Models ↗Robin Hesse, Simone Schaub-Meyer, Stefan Roth3 citations
  21. Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models ↗David Castillo-Bolado, Joseph Davidson, Finlay Gray et al.3 citations
  22. Beyond Slow Signs in High-fidelity Model Extraction ↗Hanna Foerster, Robert Mullins, Ilia Shumailov et al.3 citations
  23. Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects ↗Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong et al.3 citations
  24. Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency ↗Xiao Juan Liu, Ke Li Yang, Zehan Qi et al.3 citations
  25. Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps ↗Christopher Kymn, Sonia Mazelet, Anthony Thomas et al.3 citations
  26. BitDelta: Your Fine-Tune May Only Be Worth One Bit ↗James Liu, Guangxuan Xiao, Kai Li et al.3 citations
  27. BitsFusion: 1.99 bits Weight Quantization of Diffusion Model ↗Yang Sui, Yanyu Li, Anil Kag et al.3 citations
  28. BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling ↗Lin Gui, Cristina Gârbacea, Victor Veitch3 citations
  29. Boosting Alignment for Post-Unlearning Text-to-Image Generative Models ↗Myeongseob Ko, Henry Li, Zhun Wang et al.3 citations
  30. Boundary Matters: A Bi-Level Active Finetuning Method ↗Lu Han, Yichen Xie, Junchi Yan et al.3 citations
  31. Bridge-IF: Learning Inverse Protein Folding with Markov Bridges ↗Yiheng Zhu, Jialu Wu, Qiuyi Li et al.3 citations
  32. CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework ↗Yiyang Zhao, Yunzhuo Liu, Bo Jiang et al.3 citations
  33. Calibrated Self-Rewarding Vision Language Models ↗Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng et al.3 citations
  34. Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study ↗Xuefei Ning, Zifu Wang, Shiyao Li et al.3 citations
  35. Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation ↗Kehan Guo, Bozhao Nan, Yujun Zhou et al.3 citations
  36. Can Transformers Smell Like Humans? ↗Farzaneh Taleb, Miguel Vasco, Antônio Ribeiro et al.3 citations
  37. Cardinality-Aware Set Prediction and Top-k Classification ↗Corinna Cortes, Anqi Mao, Christopher Mohri et al.3 citations
  38. Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model ↗Yifan Duan, Jian Cun Zhao, Peng Cheng et al.3 citations
  39. CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes ↗Paritosh Parmar, Eric Peh, Ruirui Chen et al.3 citations
  40. Cell ontology guided transcriptome foundation model ↗Xinyu Yuan, Zhihao Zhan, Zuobai Zhang et al.3 citations
  41. Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models ↗Aref Miri Rekavandi, Farhad Farokhi, Olga Ohrimenko et al.3 citations
  42. ChatCam: Empowering Camera Control through Conversational AI ↗Xinhang Liu, Yu‐Wing Tai, Chi–Keung Tang3 citations
  43. Classification Done Right for Vision-Language Pre-Training ↗Zilong Huang, Qinghao Ye, Bingyi Kang et al.3 citations
  44. CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization ↗Zi Yang, Ziyue Liu, Samridhi Choudhary et al.3 citations
  45. CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding ↗Emanuele Vivoli, Marco Bertini, Dìmosthenis Karatzas3 citations
  46. Collaborative Refining for Learning from Inaccurate Labels ↗Bin Han, Yi-Xuan Sun, Yalin Zhang et al.3 citations
  47. Communication-Efficient Federated Group Distributionally Robust Optimization ↗Zhishuai Guo, Tianbao Yang3 citations
  48. Community Detection Guarantees using Embeddings Learned by Node2Vec ↗Andrew Davison, S. Carlyle Morgan, Owen G. Ward3 citations
  49. Computerized Adaptive Testing via Collaborative Ranking ↗Zirui Liu, Yan Zhuang, Qi Liu et al.3 citations
  50. ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty ↗Xindi Wu, Dingli Yu, Yangsibo Huang et al.3 citations
  51. Conformal Inverse Optimization ↗Bo Lin, Erick Delage, Timothy C. Y. Chan3 citations
  52. Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration ↗Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja et al.3 citations
  53. Conformalized Time Series with Semantic Features ↗Baiting Chen, Zhimei Ren, Lu Cheng3 citations
  54. Constructing Semantics-Aware Adversarial Examples with a Probabilistic Perspective ↗Andi Zhang, Andi Zhang, Damon Wischik3 citations
  55. Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition ↗Zi-Hao Zhou, Siyuan Fang, Zi-Jing Zhou et al.3 citations
  56. Contrastive losses as generalized models of global epistasis ↗David H. Brookes, Jakub Otwinowski, Sam Sinai3 citations
  57. Credal Learning Theory ↗Michele Caprio, Maryam Sultana, Eleni Elia et al.3 citations
  58. Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation ↗Tianjing Zhang, Yuhui Quan, Hui Ji3 citations
  59. D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models ↗Haoran Que, Jiaheng Liu, Ge Zhang et al.3 citations
  60. D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning ↗Ruoxue Liu, Linjiajie Fang, Wenjia Wang et al.3 citations
  61. DALD: Improving Logits-based Detector without Logits from Black-box LLMs ↗Cong Zeng, Shengkun Tang, Xianjun Yang et al.3 citations
  62. DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph ↗Zhehao Zhang, Jiaao Chen, Diyi Yang3 citations
  63. DataStealing: Steal Data from Diffusion Models in Federated Learning with Multiple Trojans ↗Yuan Gan, Jiaxu Miao, Yi Ping Yang3 citations
  64. DeBaRA: Denoising-Based 3D Room Arrangement Generation ↗Léopold Maillard, Nicolas Sereyjol-Garros, Tom Durand et al.3 citations
  65. DeNetDM: Debiasing by Network Depth Modulation ↗Silpa Sreelatha, Adarsh Kappiyath, Abhra Chaudhuri et al.3 citations
  66. Decision-Focused Learning with Directional Gradients ↗Vishal Gupta, Michael C.Y. Huang3 citations
  67. Decoding-Time Language Model Alignment with Multiple Objectives ↗Ruizhe Shi, Yifang Chen, Yushi Hu et al.3 citations
  68. DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking ↗Jiaxian Yan, Zaixi Zhang, Jintao Zhu et al.3 citations
  69. Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model ↗Yiming Lei, Zilong Li, Junping Zhang et al.3 citations
  70. DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception ↗Xiaotong Li, Fan Zhang, Haiwen Diao et al.3 citations
  71. Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems ↗Rohan Paleja, Michael Munje, Kimberlee Chestnut Chang et al.3 citations
  72. Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers ↗Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot et al.3 citations
  73. DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation ↗Hao Phung, Trung Dao, Trung Dao et al.3 citations
  74. DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection ↗Jia Lim, Zhuoxiao Chen, Mahsa Baktashmotlagh et al.3 citations
  75. Differentiable Quantum Computing for Large-scale Linear Control ↗Connor Clayton, Jiaqi Leng, Gengzhi Yang et al.3 citations
  76. Diffusion-based Curriculum Reinforcement Learning ↗Erdi Sayar, Giovanni Iacca, Ozgur S. Oguz et al.3 citations
  77. Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection ↗Ying Yang, Lechao Cheng, Chaowei Fang et al.3 citations
  78. Dimension-free Private Mean Estimation for Anisotropic Distributions ↗Yuval Dagan, Michael I. Jordan, Xuelin Yang et al.3 citations
  79. Discovery of the Hidden World with Large Language Models ↗Chenxi Liu, James Cheng, Tongliang Liu et al.3 citations
  80. Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers ↗Lorenzo Tiberi, Francesca Mignacco, Kazuki Irie et al.3 citations
  81. DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features ↗Letian Wang, Seung Wook Kim, Jiawei Yang et al.3 citations
  82. Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models ↗Javier González, Aditya V. Nori3 citations
  83. Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection? ↗Qingsong Zhao, Yi Wang, Jilan Xu et al.3 citations
  84. Doubly Mild Generalization for Offline Reinforcement Learning ↗Yixiu Mao, Qi Wang, Yun Qu et al.3 citations
  85. DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control ↗Zichen Jeff Cui, Hengkai Pan, Aadhithya Iyer et al.3 citations
  86. Dynamic Conditional Optimal Transport through Simulation-Free Flows ↗Gavin Kerrigan, Giosue Migliorini, Padhraic Smyth3 citations
  87. Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation ↗Dong Wei, Yuan Sun, Yiting Yang et al.3 citations
  88. Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning ↗Xuechen Zhang, Zijian Huang, Ege Onur Taga et al.3 citations
  89. Efficient Leverage Score Sampling for Tensor Train Decomposition ↗Vivek Bharadwaj, Beheshteh T. Rakhshan, Osman Asif Malik et al.3 citations
  90. Efficient Prompt Optimization Through the Lens of Best Arm Identification ↗Chengshuai Shi, Kun Yang, Zihan Chen et al.3 citations
  91. EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views ↗Yuhang Yang, Wei Zhai, Yuhang Yang et al.3 citations
  92. Elucidating the Design Space of Dataset Condensation ↗Shitong Shao, Zikai Zhou, Zhiqiang Shen et al.3 citations
  93. Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism ↗Ronast Subedi, Wei Lu, Wenhan Gao et al.3 citations
  94. Energy-based Epistemic Uncertainty for Graph Neural Networks ↗Dominik Fuchsgruber, Tom Wollschläger, Stephan Günnemann3 citations
  95. Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning ↗Yuefei Lyu, Chaozhuo Li, Sihong Xie et al.3 citations
  96. Evaluating Numerical Reasoning in Text-to-Image Models ↗Ivana Kajić, Olivia Wiles, Isabela Albuquerque et al.3 citations
  97. Evaluating the design space of diffusion-based generative models ↗Yuqing Wang, Ye He, Molei Tao3 citations
  98. Even Sparser Graph Transformers ↗Hamed Shirzad, Honghao Lin, Balaji Venkatachalam et al.3 citations
  99. Evidence of Learned Look-Ahead in a Chess-Playing Neural Network ↗Erik Jenner, Shreyas Kapur, Vasil Georgiev et al.3 citations
  100. EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models ↗Rui Jie Zhao, Hangjie Yuan, Yujie Wei et al.3 citations

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