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NeurIPS 2023: all accepted papers

3,540 papers · page 7 of 36 · the most cited first · ← NeurIPS 2023

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  1. Video-Mined Task Graphs for Keystep Recognition in Instructional Videos ↗Kumar Ashutosh, Santhosh Kumar Ramakrishnan, Triantafyllos Afouras et al.13 citations
  2. VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models ↗Sheng-Yen Chou, Pin-Yu Chen, Tsung-Yi Ho13 citations
  3. Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization ↗Nathan Grinsztajn, Daniel Furelos-Blanco, Shikha Surana et al.13 citations
  4. A Theory of Multimodal Learning ↗Lu Zhou12 citations
  5. AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis ↗Susan Liang, Chao Huang, Yapeng Tian et al.12 citations
  6. Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection ↗Suresh Kumar Amalapuram, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma12 citations
  7. Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces ↗Joseph T. Costello, Hisham Temmar, Luis Hernan Cubillos et al.12 citations
  8. Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models ↗Zhimin Chen, Longlong Jing, Bing Li et al.12 citations
  9. CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection ↗Yunyao Mao, Jiajun Deng, Wengang Zhou et al.12 citations
  10. Chatting Makes Perfect: Chat-based Image Retrieval ↗Matan Levy, Rami Ben‐Ari, Nir Darshan et al.12 citations
  11. ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding ↗Lunhao Duan, Shanshan Zhao, Nan Xue et al.12 citations
  12. DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model ↗Xiuye Gu, Yin Cui, Jonathan Huang et al.12 citations
  13. De novo Drug Design using Reinforcement Learning with Multiple GPT Agents ↗Xiuyuan Hu, Guoqing Liu, Yang Zhao et al.12 citations
  14. Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels ↗Zebin You, Yong Zhong, Fan Bao et al.12 citations
  15. Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing ↗Wei Dong, Dawei Yan, Zhijun Lin et al.12 citations
  16. Energy Guided Diffusion for Generating Neurally Exciting Images ↗Paweł A. Pierzchlewicz, Konstantin Willeke, Arne Nix et al.12 citations
  17. From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces ↗Peter Shaw, Mandar Joshi, James Cohan et al.12 citations
  18. Generalization bounds for neural ordinary differential equations and deep residual networks ↗Pierre Marion12 citations
  19. Geodesic Multi-Modal Mixup for Robust Fine-Tuning ↗Changdae Oh, Junhyuk So, Hoyoon Byun et al.12 citations
  20. Jigsaw: Learning to Assemble Multiple Fractured Objects ↗Jiaxin Lu, Yifan Sun, Qixing Huang12 citations
  21. Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery ↗Sarah Rastegar, Hazel Doughty, Cees G. M. Snoek12 citations
  22. Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection ↗Linyan Huang, Zhiqi Li, Chonghao Sima et al.12 citations
  23. MARBLE: Music Audio Representation Benchmark for Universal Evaluation ↗Ruibin Yuan, Yinghao Ma, Yizhi Li et al.12 citations
  24. Mass-Producing Failures of Multimodal Systems with Language Models ↗Shengbang Tong, Erik Jones, Jacob Steinhardt12 citations
  25. Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder ↗Michael D. Bereket, Theofanis Karaletsos12 citations
  26. Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data ↗Jang-Hyun Kim, Sangdoo Yun, Hyun Oh Song12 citations
  27. OpenDataVal: a Unified Benchmark for Data Valuation ↗Kevin Jiang, Weixin Liang, James Zou et al.12 citations
  28. Optimal Transport for Treatment Effect Estimation ↗Hao Wang, Jiajun Fan, Zhichao Chen et al.12 citations
  29. Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources ↗Haotian Zheng, Qizhou Wang, Zhen Fang et al.12 citations
  30. Point Cloud Completion with Pretrained Text-to-Image Diffusion Models ↗Yoni Kasten, Ohad Rahamim, Gal Chechik12 citations
  31. Prefix-Tree Decoding for Predicting Mass Spectra from Molecules ↗Samuel Goldman, John Bradshaw, Jiayi Xin et al.12 citations
  32. RoboCLIP: One Demonstration is Enough to Learn Robot Policies ↗Sumedh Sontakke, Jesse Zhang, Sébastien M. R. Arnold et al.12 citations
  33. RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions ↗Lingdong Kong, Shaoyuan Xie, Hanjiang Hu et al.12 citations
  34. SSL4EO-L: Datasets and Foundation Models for Landsat Imagery ↗Adam J. Stewart, Nils Lehmann, Isaac Corley et al.12 citations
  35. SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process ↗Mengyu Wang, Henghui Ding, Jiajun Liu et al.12 citations
  36. SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models ↗Hongxin Li, Jingran Su, Yuntao Chen et al.12 citations
  37. StressID: a Multimodal Dataset for Stress Identification ↗Hava Chaptoukaev, Valeriya Strizhkova, Michele Panariello et al.12 citations
  38. TabMT: Generating tabular data with masked transformers ↗Manbir Gulati, Paul F. Roysdon12 citations
  39. TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery ↗Jialin Chen, Rex Ying12 citations
  40. Thought Cloning: Learning to Think while Acting by Imitating Human Thinking ↗Shengran Hu, Jeff Clune12 citations
  41. Training Transformers with 4-bit Integers ↗Haocheng Xi, Changhao Li, Jianfei Chen et al.12 citations
  42. Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis ↗Zhiyu Jin, Xuli Shen, Bin Li et al.12 citations
  43. Type-to-Track: Retrieve Any Object via Prompt-based Tracking ↗Pha Nguyen, Kha Gia Quach, Kris Kitani et al.12 citations
  44. Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation ↗Fei Zhang, Tianfei Zhou, Boyang Li et al.12 citations
  45. Uni3DETR: Unified 3D Detection Transformer ↗Zhenyu WANG, Ya-Li Li, Xi Chen et al.12 citations
  46. Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift ↗Qing Cui, Qitian Wu, Jiancan Wu et al.12 citations
  47. Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective ↗Pengfei Wei, Lingdong Kong, Xinghua Qu et al.12 citations
  48. Vocabulary-free Image Classification ↗Alessandro Conti, Enrico Fini, Massimiliano Mancini et al.12 citations
  49. XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information ↗Zitao Liu, Qiongqiong Liu, Teng Guo et al.12 citations
  50. trajdata: A Unified Interface to Multiple Human Trajectory Datasets ↗Boris Ivanovic, Guanyu Song, Igor Gilitschenski et al.12 citations
  51. A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks ↗Sara Babakniya, Zalan Fabian, Chaoyang He et al.11 citations
  52. A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains ↗Minkyu Choi, Kuan Han, Xiaokai Wang et al.11 citations
  53. A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset ↗Zahra Gharaee, ZeMing Gong, Nicholas Pellegrino et al.11 citations
  54. ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections ↗Chun-Han Yao, Amit Raj, Wei-Chih Hung et al.11 citations
  55. AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models ↗Yuancheng Wang, Zeqian Ju, Xu Tan et al.11 citations
  56. AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web ↗Michael Schlichtkrull, Zhijiang Guo, Andreas Vlachos11 citations
  57. Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation ↗Jiawei Fan, Chao Li, Xiaolong Liu et al.11 citations
  58. BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction ↗Rongqing Li, Changsheng Li, Dongchun Ren et al.11 citations
  59. Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models ↗Shuo Chen, Jindong Gu, Zhen Han et al.11 citations
  60. Birth of a Transformer: A Memory Viewpoint ↗Alberto Bietti, Vivien Cabannes, Diane Bouchacourt et al.11 citations
  61. Brant: Foundation Model for Intracranial Neural Signal ↗Daoze Zhang, Zhizhang Yuan, Yang Yang et al.11 citations
  62. CP-SLAM: Collaborative Neural Point-based SLAM System ↗Jiarui Hu, Mao Mao, Hujun Bao et al.11 citations
  63. Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent ↗Giannis Daras, Yuval Dagan, Alexandros G. Dimakis et al.11 citations
  64. Data Pruning via Moving-one-Sample-out ↗Haoru Tan, Fei Du, Fei Du et al.11 citations
  65. Data Quality in Imitation Learning ↗Suneel Belkhale, Yuchen Cui, Dorsa Sadigh11 citations
  66. D²CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts ↗Fenggen Yu, Qimin Chen, Maham Tanveer et al.11 citations
  67. Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks ↗Steven Adriænsen, Herilalaina Rakotoarison, Samuel Müller et al.11 citations
  68. Energy-Based Sliced Wasserstein Distance ↗Khai Nguyen, Nhat Ho11 citations
  69. Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning ↗Beichen Zhang, Kun Zhou, Xilin Wei et al.11 citations
  70. Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events ↗Matthew B. A. McDermott, Bret A. Nestor, Peniel Argaw et al.11 citations
  71. Fast Attention Requires Bounded Entries ↗Josh Alman, Zhao Song11 citations
  72. ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning ↗Junguang Jiang, Baixu Chen, Junwei Pan et al.11 citations
  73. GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients ↗Sima Behpour, Thang Long Doan, Xin Li et al.11 citations
  74. Human-Aligned Calibration for AI-Assisted Decision Making ↗Nina Corvelo Benz, Manuel Gomez-Rodriguez11 citations
  75. Interpretability at Scale: Identifying Causal Mechanisms in AlpacaZhengxuan Wu, Atticus Geiger, Thomas Icard et al.11 citations · our summary
  76. KuaiSim: A Comprehensive Simulator for Recommender Systems ↗Kesen Zhao, Shuchang Liu, Qingpeng Cai et al.11 citations
  77. LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections ↗M. Jehanzeb Mirza, Leonid Karlinsky, Wei Lin et al.11 citations
  78. Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning ↗Guozheng Ma, Linrui Zhang, Haoyu Wang et al.11 citations
  79. Learning Environment-Aware Affordance for 3D Articulated Object Manipulation under Occlusions ↗Ruihai Wu, Kai Cheng, Yan Zhao et al.11 citations
  80. Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment ↗Zihui Xue, Kristen Grauman11 citations
  81. Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification ↗Rui Wang, Peipei Li, Huaibo Huang et al.11 citations
  82. Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction ↗Feng Wang, Zilong Chen, Guokang Wang et al.11 citations
  83. Meta-in-context learning in large language models ↗Julian Coda-Forno, Marcel Binz, Zeynep Akata et al.11 citations
  84. OBJECT 3DIT: Language-guided 3D-aware Image Editing ↗Oscar Michel, Anand Bhattad, Eli VanderBilt et al.11 citations
  85. Passive learning of active causal strategies in agents and language models ↗Andrew K. Lampinen, Stephanie Chan, Ishita Dasgupta et al.11 citations
  86. Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction ↗Zuobai Zhang, Minghao Xu, Aurelie C. Lozano et al.11 citations
  87. Restart Sampling for Improving Generative Processes ↗Yilun Xu, Mingyang Deng, Xiang Cheng et al.11 citations
  88. Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition ↗Samuel W. Dooley, Rhea Sanjay Sukthanker, John P. Dickerson et al.11 citations
  89. Rethinking the Role of Token Retrieval in Multi-Vector Retrieval ↗Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu et al.11 citations
  90. SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs ↗Lijun Yu, Yong Cheng, Zhiruo Wang et al.11 citations
  91. STEVE-1: A Generative Model for Text-to-Behavior in Minecraft ↗Shalev Lifshitz, Keiran Paster, Harris Chan et al.11 citations
  92. Scattering Vision Transformer: Spectral Mixing Matters ↗Badri N. Patro, Vijay Srinivas Agneeswaran11 citations
  93. The emergence of clusters in self-attention dynamics ↗Borjan Geshkovski, Cyril Letrouit, Yury Polyanskiy et al.11 citations
  94. Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection ↗Hezhe Qiao, Guansong Pang11 citations
  95. UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild ↗Can Qin, Shu Zhang, Ning Yu et al.11 citations
  96. What Knowledge Gets Distilled in Knowledge Distillation? ↗Utkarsh Ojha, Yuheng Li, Anirudh Sundara Rajan et al.11 citations
  97. WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction ↗Sebastian Gerard, Yu Zhao, Josephine Sullivan11 citations
  98. A Fractional Graph Laplacian Approach to Oversmoothing ↗Sohir Maskey, Raffaele Paolino, Aras Bacho et al.10 citations
  99. A generative model of the hippocampal formation trained with theta driven local learning rules ↗Tom M George, Caswell Barry, Kimberly Stachenfeld et al.10 citations
  100. Adaptive Test-Time Personalization for Federated Learning ↗Wenxuan Bao, Tianxin Wei, Haohan Wang et al.10 citations

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