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NeurIPS 2024: all accepted papers

4,494 papers · page 21 of 45 · the most cited first · ← NeurIPS 2024

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  1. Resource-Aware Federated Self-Supervised Learning with Global Class Representations ↗Mingyi Li, Xiao Zhang, Qi Wang et al.3 citations
  2. Rethinking 3D Convolution in p-norm Space ↗Li Zhang, Yan Zhong, Jianan Wang et al.3 citations
  3. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality ↗Tianle Zhang, Langtian Ma, Yuchen Yan et al.3 citations
  4. Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models ↗Hanxiao Zhang, Lin Ju, Chan Wu et al.3 citations
  5. Rethinking the Capacity of Graph Neural Networks for Branching Strategy ↗Ziang Chen, Jialin Liu, Xiaohan Chen et al.3 citations
  6. Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge ↗Heewoong Noh, Namkyeong Lee, Gyoung S. Na et al.3 citations
  7. Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos ↗Polina Turishcheva, Paul G. Fahey, Michaela Vystrčilová et al.3 citations
  8. Revisiting Score Propagation in Graph Out-of-Distribution Detection ↗Longfei Ma, Yiyou Sun, Kaize Ding et al.3 citations
  9. Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation ↗Jiaan Luo, Feng Hong, Jiangchao Yao et al.3 citations
  10. Reward Machines for Deep RL in Noisy and Uncertain Environments ↗Andrew R. Li, Zizhao Chen, Toryn Q. Klassen et al.3 citations
  11. Robust Reinforcement Learning from Corrupted Human Feedback ↗Alexander Bukharin, Ilgee Hong, Haoming Jiang et al.3 citations
  12. SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning ↗Paul Mangold, Sergey Samsonov, Safwan Labbi et al.3 citations
  13. SDformer: Similarity-driven Discrete Transformer For Time Series Generation ↗Zhicheng Chen, Shibo Feng, Zhong Zhang et al.3 citations
  14. SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification ↗Benjamin Feuer, Jiawei Xu, Niv Cohen et al.3 citations
  15. SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining ↗Andi Han, Jiaxiang Li, Wei Huang et al.3 citations
  16. SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning ↗Huy Hoang, Tien Mai, Pradeep Reddy Varakantham3 citations
  17. SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution ↗Soufiane Belharbi, Mara KM Whitford, Phuong Hoang et al.3 citations
  18. SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset ↗Yubin Hu, Kairui Wen, Heng Zhou et al.3 citations
  19. SSDM: Scalable Speech Dysfluency Modeling ↗Jiachen Lian, Xuanru Zhou, Zoe Ezzes et al.3 citations
  20. START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation ↗Yang Gao, Lei Qi, Yinghuan Shi et al.3 citations
  21. Sample-efficient Bayesian Optimisation Using Known Invariances ↗Theodore Brown, Alexandru Cioba, Ilija Bogunovic3 citations
  22. Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks ↗Liang Qin, Xiyuan Liu, Wenting Wei et al.3 citations
  23. Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs ↗Yao Lai, Jinxin Liu, David Zhigang Pan et al.3 citations
  24. Schrodinger Bridge Flow for Unpaired Data Translation ↗Valentin De Bortoli, Iryna Korshunova, Andriy Mnih et al.3 citations
  25. SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation ↗Yixia Li, Boya Xiong, Guanhua Chen et al.3 citations
  26. SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey ↗Kien Nguyen, Fengchun Qiao, Arthur C. Trembanis et al.3 citations
  27. SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution ↗Qi Tang, Yao Zhao, Meiqin Liu et al.3 citations
  28. Segment Anything without Supervision ↗Xudong Wang, Jingfeng Yang, Trevor Jackson Darrell3 citations
  29. Self-Guiding Exploration for Combinatorial Problems ↗Zangir Iklassov, Yali Du, Farkhad Akimov et al.3 citations
  30. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model ↗Qiaoyu Tang, Jiawei Chen, Zhuoqun Li et al.3 citations
  31. Semidefinite Relaxations of the Gromov-Wasserstein Distance ↗Junyu Chen, Binh Nguyen, Shang Koh et al.3 citations
  32. SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents ↗Ethan Rathbun, Christopher Amato, Alina Oprea3 citations
  33. Solving Inverse Problems via Diffusion Optimal Control ↗Henry Li, Marcus A. Pereira3 citations
  34. Sparse High Rank Adapters ↗Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi et al.3 citations
  35. Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras ↗Bin Fan, Jiaoyang Yin, Yuchao Dai et al.3 citations
  36. Spectral Graph Pruning Against Over-Squashing and Over-Smoothing ↗Adarsh Jamadandi, Celia Rubio Madrigal, Rebekka Burkholz3 citations
  37. SpeechAlign: Aligning Speech Generation to Human Preferences ↗Dong Zhang, Zhaowei Li, Shimin Li et al.3 citations
  38. SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision ↗Kseniya Cherenkova, Elona Dupont, Anis Kacem et al.3 citations
  39. Spiking Graph Neural Network on Riemannian Manifolds ↗Li Yan Sun, Zhenhao Huang, Qiqi Wan et al.3 citations
  40. Spiking Neural Network as Adaptive Event Stream Slicer ↗Jiahang Cao, Mingyuan Y. Sun, Ziqing Wang et al.3 citations
  41. Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective ↗Yongxin Zhu, Bocheng Li, Hang Zhang et al.3 citations
  42. Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks ↗Zijian Gao, Xingxing Zhang, Kele Xu et al.3 citations
  43. Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution ↗Ian Covert, Chanwoo Kim, Su‐In Lee et al.3 citations
  44. StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses ↗Jia-Nan Li, Quan Tu, Cunli Mao et al.3 citations
  45. SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis ↗Huzaifa Pardawala, Siddhant Sukhani, Agam Shah et al.3 citations
  46. TSDS: Data Selection for Task-Specific Model Finetuning ↗Zifan Liu, Amin Karbasi, Theodoros Rekatsinas3 citations
  47. Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks ↗Yufei Guo, Yuanpei Chen, Zecheng Hao et al.3 citations
  48. Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs ↗Qinpeng Cui, Yixuan Liu, Xinyi Zhang et al.3 citations
  49. Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization ↗Xingchen Wan, Ruoxi Sun, Hootan Nakhost et al.3 citations
  50. Temporal Sentence Grounding with Relevance Feedback in Videos ↗Jianfeng Dong, Xiaoman Peng, Daizong Liu et al.3 citations
  51. Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations ↗Haoming Cai, Jingxi Chen, Brandon Y. Feng et al.3 citations
  52. Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment ↗Zhenyu Zhang, Zhiyu Xie, Huaxiu Yao et al.3 citations
  53. Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models ↗Changsheng Xu, Haiyang Zhang, Changsheng Xu3 citations
  54. Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection ↗Yearang Lee, Ho-Joong Kim, Seong-Whan Lee3 citations
  55. The Closeness of In-Context Learning and Weight Shifting for Softmax Regression ↗Shuai Li, Zhao Song, Yu Xia et al.3 citations
  56. The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More ↗O. Kitouni, N. S. Nolte, Diane Bouchacourt et al.3 citations
  57. The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning ↗Jake Fawkes, Nic Fishman, Michael Benjamin Andrews et al.3 citations
  58. The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks ↗Christopher Blöcker, Chester Tan, Ingo Scholtes3 citations
  59. The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding ↗Kenneth Enevoldsen, Márton Kardos, Niklas Muennighoff et al.3 citations
  60. Theoretical Analysis of Weak-to-Strong Generalization ↗Hunter Lang, David A. Sontag, Aravindan Vijayaraghavan3 citations
  61. Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning ↗Yiqin Lv, Qi Wang, Dong Liang et al.3 citations
  62. TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge ↗Huanan Li, Juntao Guan, Rui Lai et al.3 citations
  63. Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning ↗Changhee Lee, Hyeryn Park, Changhee Lee3 citations
  64. Towards Global Optimal Visual In-Context Learning Prompt Selection ↗Yanwei Fu, Chen Liu, Yikai Wang et al.3 citations
  65. Towards Multi-dimensional Explanation Alignment for Medical Classification ↗Lijie Hu, Songning Lai, Wenshuo Chen et al.3 citations
  66. Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers ↗Junhan Kim, Chungman Lee, Eulrang Cho et al.3 citations
  67. Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking ↗Yuwei Zhang, Tong Xia, Jing Han et al.3 citations
  68. Towards Scalable and Stable Parallelization of Nonlinear RNNs ↗Xavier Gonzalez, Andrew Warrington, Jimmy H. Smith et al.3 citations
  69. Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration ↗Kaihang Pan, Zhaoyu Fan, Juncheng Li et al.3 citations
  70. Toxicity Detection for Free ↗Zhanhao Hu, Julien Piet, Zhao Geng et al.3 citations
  71. Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network ↗Xiao Jiang Guo, Vishal Asnani, Sijia Liu et al.3 citations
  72. Training for Stable Explanation for Free ↗Chao Chen, Chenghua Guo, Rufeng Chen et al.3 citations
  73. Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy ↗Hancheng Ye, Jiakang Yuan, Renqiu Xia et al.3 citations
  74. Trajectory Flow Matching with Applications to Clinical Time Series Modelling ↗Xi Zhang, Pu Yuan, Yuki Kawamura et al.3 citations
  75. Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness ↗Mingyuan Fan, Xiaodan Li, Cen Chen et al.3 citations
  76. Transferable Adversarial Attacks on SAM and Its Downstream Models ↗Song Xia, Wenhan Yang, Yi Yu et al.3 citations
  77. Transferring disentangled representations: bridging the gap between synthetic and real images ↗Jacopo Dapueto, Nicoletta Noceti, Francesca Odone3 citations
  78. Transformers Represent Belief State Geometry in their Residual Stream ↗Adam S. Shai, Sarah Marzen, Lucas Teixeira et al.3 citations
  79. Transformers are Minimax Optimal Nonparametric In-Context Learners ↗Juno Kim, Tai Nakamaki, Taiji Suzuki3 citations
  80. Trap-MID: Trapdoor-based Defense against Model Inversion Attacks ↗Zhen-Ting Liu, Shang-Tse Chen3 citations
  81. TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models ↗Kiwoong Yoo, Owen Oertell, Junhyun Lee et al.3 citations
  82. UNIT: Unifying Image and Text Recognition in One Vision Encoder ↗Yi Zhu, Yanpeng Zhou, Chunwei Wang et al.3 citations
  83. Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction ↗Sebastian Prillo, Wilson Wu, Yun S. Song3 citations
  84. Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast ↗Chufan Shi, Cheng Yang, Xinyu Zhu et al.3 citations
  85. Understanding Information Storage and Transfer in Multi-Modal Large Language Models ↗Samyadeep Basu, Martin Grayson, Cecily P Morrison et al.3 citations
  86. Understanding Multi-Granularity for Open-Vocabulary Part Segmentation ↗Jiho Choi, Minhyun Lee, Seonho Lee et al.3 citations
  87. Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data ↗Alex Havrilla, Wenjing Liao3 citations
  88. Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks ↗Jérôme Sieber, Carmen Alonso, Alexandre Didier et al.3 citations
  89. Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection ↗Gyusam Chang, Jiwon Lee, Donghyun Kim et al.3 citations
  90. United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories ↗Tianlong Xu, Chen Wang, Gaoyang Liu et al.3 citations
  91. Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark ↗Wei Ji, Wei Ji, Wenbo Li et al.3 citations
  92. Unsupervised Anomaly Detection in The Presence of Missing Values ↗Feng Xiao, Jicong Fan3 citations
  93. Unveiling LoRA Intrinsic Ranks via Salience Analysis ↗Wenjun Ke, Jiahao Wang, Peng Wang et al.3 citations
  94. VideoGUI: A Benchmark for GUI Automation from Instructional Videos ↗Kevin Lin, Linjie Li, Difei Gao et al.3 citations
  95. WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models ↗Jinghan Jia, Jinghan Jia, Yihua Zhang et al.3 citations
  96. WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks ↗Michael Wornow, Avanika Narayan, Ben T Viggiano et al.3 citations
  97. WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off ↗Eva Giboulot, Teddy Furon3 citations
  98. Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles ↗Qi Chen, Bowen Zhang, Gang Wang et al.3 citations
  99. WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking ↗Yunchao Liu, Ha Dong, Xin Wang et al.3 citations
  100. What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights ↗Xin Wen, Bingchen Zhao, Yilun Chen et al.3 citations

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