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NeurIPS 2024: all accepted papers

4,494 papers · page 15 of 45 · the most cited first · ← NeurIPS 2024

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  1. Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler ↗Kunyu Peng, Di Wen, Kailun Yang et al.4 citations
  2. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators ↗Changze Lv, Dongqi Han, Yansen Wang et al.4 citations
  3. Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation ↗Chengting Yu, Lei Liu, Aili Wang et al.4 citations
  4. Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists ↗Joachim Baumann, Celestine Dünner4 citations
  5. Aligner: Efficient Alignment by Learning to Correct ↗Jiaming Ji, Boyuan Chen, Hantao Lou et al.4 citations
  6. AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario ↗Yuhan Li, Hao Yu Zhou, Wenxiang Shang et al.4 citations
  7. Approximation Rate of the Transformer Architecture for Sequence Modeling ↗Haotian Jiang, Qianxiao Li4 citations
  8. Are Graph Neural Networks Optimal Approximation Algorithms? ↗Morris Yau, Nikolaos Karalias, Eric Lu et al.4 citations
  9. AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents ↗Yao Fu, Dong-Ki Kim, Jaekyeom Kim et al.4 citations
  10. Automatically Learning Hybrid Digital Twins of Dynamical Systems ↗Samuel Holt, Tennison Liu, Mihaela van der Schaar4 citations
  11. BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity ↗Zahra Gharaee, Scott Lowe, ZeMing Gong et al.4 citations
  12. Back to the Continuous Attractor ↗Ábel Ságodi, Guillermo Martín-Sánchez, Piotr Sokół et al.4 citations
  13. Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. ↗Spandan Madan, Will Xiao, Mingran Cao et al.4 citations
  14. Boosted Conformal Prediction Intervals ↗Ran Xie, Rina Foygel Barber, Emmanuel J. Candès4 citations
  15. Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing ↗Yadong Qu, Yuxin Wang, Bangbang Zhou et al.4 citations
  16. Boosting Transferability and Discriminability for Time Series Domain Adaptation ↗Mingyang Liu, Xinyang Chen, Yang Shu et al.4 citations
  17. Bridge the Modality and Capability Gaps in Vision-Language Model Selection ↗Chao Yi, Yuhang He, De‐Chuan Zhan et al.4 citations
  18. BuckTales: A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes ↗Hemal Naik, Junran Yang, Dipin Das et al.4 citations
  19. CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment ↗Xi Yu, Shinjae Yoo, Yuewei Lin4 citations
  20. CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning ↗Yiping Wang, Yifang Chen, Wendan Yan et al.4 citations
  21. COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation ↗Ziyuan Zhang, Han Qiu, Maosen Zhang et al.4 citations
  22. CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark ↗David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo et al.4 citations
  23. Cascade of phase transitions in the training of energy-based models ↗Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle et al.4 citations
  24. Challenges of Generating Structurally Diverse Graphs ↗Fedor Velikonivtsev, Maksim Mironov, Liudmila Prokhorenkova4 citations
  25. CiteME: Can Language Models Accurately Cite Scientific Claims? ↗Ori Press, Andreas Hochlehnert, Ameya Prabhu et al.4 citations
  26. Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention ↗Siyuan Huang, Yunchong Song, Jiayue Zhou et al.4 citations
  27. Clustering in Causal Attention Masking ↗Nikita Karagodin, Yury Polyanskiy, Philippe Rigollet4 citations
  28. CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations ↗Leying Zhang, Yao Qian, Long Zhou et al.4 citations
  29. Coarse-to-Fine Concept Bottleneck Models ↗Konstantinos P. Panousis, Dino Ienco, Diego Marcos4 citations
  30. Compositional 3D-aware Video Generation with LLM Director ↗Hanxin Zhu, Tianyu He, Anni Tang et al.4 citations
  31. Compressing Large Language Models using Low Rank and Low Precision Decomposition ↗Rajarshi Saha, Naomi Sagan, Varun Srivastava et al.4 citations
  32. CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting ↗Jianrong Ding, Zhanyu Liu, Guanjie Zheng et al.4 citations
  33. Conditioning non-linear and infinite-dimensional diffusion processes ↗Elizabeth Baker, Gefan Yang, Michael Lind Severinsen et al.4 citations
  34. Confidence Calibration of Classifiers with Many Classes ↗Adrien Le Coz, Stéphane Herbin, Faouzi Adjed4 citations
  35. ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs ↗Zhaochen Su, Jun Zhang, Xiaoye Qu et al.4 citations
  36. Constant Acceleration Flow ↗Dogyun Park, Sojin Lee, Sihyeon Kim et al.4 citations
  37. Continual Audio-Visual Sound Separation ↗Weiguo Pian, Yiyang Nan, Shijian Deng et al.4 citations
  38. Continuous Product Graph Neural Networks ↗Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo4 citations
  39. ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence ↗Wenjie Mei, Dongzhe Zheng, Shihua Li4 citations
  40. D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup ↗Joanna Waczyńska, Piotr Borycki, Joanna Kaleta et al.4 citations
  41. DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism ↗Cheonjun Park, Min-Cheol Park, Hyunchan Moon et al.4 citations
  42. DMesh: A Differentiable Mesh Representation ↗Sanghyun Son, Matheus Gadelha, Yang Zhou et al.4 citations
  43. DOFEN: Deep Oblivious Forest ENsemble ↗Kuan-Yu Chen, Ping-Han Chiang, Hsin-Rung Chou et al.4 citations
  44. Data curation via joint example selection further accelerates multimodal learning ↗Talfan Evans, Nikhil Parthasarathy, Hamza Merzić et al.4 citations
  45. Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum ↗Hadi Pouransari, Chunliang Li, Jen-Hao Chang et al.4 citations
  46. DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ ↗Jonas Belouadi, Simone Paolo Ponzetto, Steffen Eger4 citations
  47. Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle ↗Shangzi Xue, Zhenya Huang, Xin Li et al.4 citations
  48. DenoiseRep: Denoising Model for Representation Learning ↗Zhengrui Xu, Guan’an Wang, Xiaowen Huang et al.4 citations
  49. DevBench: A multimodal developmental benchmark for language learning ↗Alvin Wei Ming Tan, Sunny Yu, Bria Long et al.4 citations
  50. DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning ↗Weikang Wan, Ziyu Wang, Yufei Wang et al.4 citations
  51. Differentiable Structure Learning with Partial Orders ↗Taiyu Ban, Huanhuan Chen, Xiangyu Wang et al.4 citations
  52. Diffusion Models With Learned Adaptive Noise ↗Subham Sahoo, Aaron Gokaslan, Chris De et al.4 citations
  53. Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies ↗Yipu Chen, Haotian Xue, Yongxin Chen4 citations
  54. Diffusion Priors for Variational Likelihood Estimation and Image Denoising ↗Jun Jie Cheng, Shan Tan4 citations
  55. Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning ↗Liyuan Mao, Haoran Xu, Xianyuan Zhan et al.4 citations
  56. Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits ↗Tianxiang Huang, Shengbo Wang, Ke Li4 citations
  57. Discovering plasticity rules that organize and maintain neural circuits ↗David Bell, Alison Duffy, Adrienne L. Fairhall4 citations
  58. Discrete-state Continuous-time Diffusion for Graph Generation ↗Zhe Xu, Ruizhong Qiu, Yuzhong Chen et al.4 citations
  59. Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning ↗Jiaheng Hu, Zizhao Wang, Peter Stone et al.4 citations
  60. Distribution-Aware Data Expansion with Diffusion Models ↗Haowei Zhu, Ling Yang, Jun‐Hai Yong et al.4 citations
  61. Distributional Preference Alignment of LLMs via Optimal Transport ↗Igor Melnyk, Youssef Mroueh, Brian M. Belgodere et al.4 citations
  62. Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors ↗Yazid Janati, Badr Moufad, Alain Durmus et al.4 citations
  63. DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting ↗Binqian Xu, Xiangbo Shu, Haiyang Mei et al.4 citations
  64. EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas ↗Mikhail Mozikov, Nikita Severin, Valeria Bodishtianu et al.4 citations
  65. ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models ↗Jio Oh, Soyeon Kim, Junseok Seo et al.4 citations
  66. Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization ↗Mucong Ding, Chenghao Deng, Jocelyn Choo et al.4 citations
  67. Edit Distance Robust Watermarks via Indexing Pseudorandom Codes ↗Noah Golowich, Ankur Moitra4 citations
  68. Effective Exploration Based on the Structural Information Principles ↗Xianghua Zeng, Hao Peng, Angsheng Li4 citations
  69. Efficient Graph Matching for Correlated Stochastic Block Models ↗Shuwen Chai, Miklós Zoltán Rácz4 citations
  70. Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance ↗Jinmin He, Kai Li, Yifan Zang et al.4 citations
  71. EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity ↗Dominik Hollidt, Paul Streli, Jiaxi Jiang et al.4 citations
  72. EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature ↗Yufei Guo, Weihang Peng, Xiaode Liu et al.4 citations
  73. Energy-based Hopfield Boosting for Out-of-Distribution Detection ↗Claus Hofmann, Simon Schmid, Bernhard Lehner et al.4 citations
  74. Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers ↗Chau Pham, Bryan A. Plummer4 citations
  75. Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation ↗Anh Bui, Long Vuong, Khanh Doan et al.4 citations
  76. Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing ↗Siyi Chen, Huijie Zhang, Minzhe Guo et al.4 citations
  77. Exponential Quantum Communication Advantage in Distributed Inference and Learning ↗Dar Gilboa, Hagay Michaeli, Daniel Soudry et al.4 citations
  78. FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models ↗Wanyi Ning, Jingyu Wang, Qi Qi et al.4 citations
  79. Fast Encoder-Based 3D from Casual Videos via Point Track Processing ↗Yoni Kasten, Wuyue Lu, Haggai Maron4 citations
  80. Federated Graph Learning for Cross-Domain Recommendation ↗Ziqi Yang, Zhaopeng Peng, Zihui Wang et al.4 citations
  81. Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method ↗Bikang Pan, Wei Huang, Ye Shi4 citations
  82. Fine-Tuning is Fine, if Calibrated ↗Zheda Mai, Arpita Roy Chowdhury, Ping Zhang et al.4 citations
  83. FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models ↗Gong Zhang, Kihyuk Sohn, Meera Hahn et al.4 citations
  84. FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space ↗Yiyang Guo, Ruizhe Li, Mude Hui et al.4 citations
  85. From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach ↗Timothée Devergne, Vladimir Kostić, Michele Parrinello et al.4 citations
  86. GC-Bench: An Open and Unified Benchmark for Graph Condensation ↗Qingyun Sun, Ziying Chen, Beining Yang et al.4 citations
  87. GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning ↗Yanbin Wei, Shuai Fu, Weisen Jiang et al.4 citations
  88. GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats ↗Sangeek Hyun, Jae‐Pil Heo4 citations
  89. Gated Slot Attention for Efficient Linear-Time Sequence Modeling ↗Yu Zhang, Songlin Yang, Ruijie Zhu et al.4 citations
  90. Generative Adversarial Model-Based Optimization via Source Critic Regularization ↗Michael Steven Yao, Yimeng Zeng, Hamsa Bastani et al.4 citations
  91. Generative Hierarchical Materials Search ↗Sherry X. Yang, Simon Batzner, Ruiqi Gao et al.4 citations
  92. GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation ↗Chubin Zhang, Hong‐Liang Song, Yi Wei et al.4 citations
  93. Graph Neural Networks Need Cluster-Normalize-Activate Modules ↗Arseny Skryagin, Felix Divo, Mohammad Ali et al.4 citations
  94. Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models ↗Baao Xie, Qiuyu Chen, Yunnan Wang et al.4 citations
  95. Grounded Answers for Multi-agent Decision-making Problem through Generative World Model ↗Zeyang Liu, Xinrui Yang, Shiguang Sun et al.4 citations
  96. HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning ↗Lu Bai, Zhuo Xu, Lixin Cui et al.4 citations
  97. HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion ↗Yu Zeng, Yang Zhang, Jiachen Liu et al.4 citations
  98. How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks ↗Etai Littwin, Omid Saremi, Madhu Advani et al.4 citations
  99. How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? ↗Jiahua Dong, Wenqi Liang, Hongliu Li et al.4 citations
  100. Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions ↗Heng Li, Minghan Li, Zhi-Qi Cheng et al.4 citations

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