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NeurIPS 2023: all accepted papers

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

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  1. Scaling Data-Constrained Language Models ↗Niklas Muennighoff, Alexander M. Rush, Boaz Barak et al.38 citations
  2. Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models ↗Alvin J. R. Heng, Harold Soh38 citations
  3. Time Series as Images: Vision Transformer for Irregularly Sampled Time Series ↗Shiyang Li, Shiyang Li, Xifeng Yan38 citations
  4. Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research ↗Cole Gulino, Justin Fu, Wenjie Luo et al.38 citations
  5. A Unified Framework for U-Net Design and Analysis ↗Christopher Williams, Fabian Falck, George Deligiannidis et al.37 citations
  6. IEBins: Iterative Elastic Bins for Monocular Depth Estimation ↗Shuwei Shao, Zhengguo Li, Xingming Wu et al.37 citations
  7. MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion ↗Shitao Tang, Fuyang Zhang, Jiacheng Chen et al.37 citations
  8. OpenMask3D: Open-Vocabulary 3D Instance Segmentation ↗Ayça Takmaz, Elisabetta Fedele, Robert W. Sumner et al.37 citations
  9. Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution ↗Mostafa Dehghani, Basil Mustafa, Josip Djolonga et al.37 citations
  10. Unsupervised Semantic Correspondence Using Stable Diffusion ↗Eric Hedlin, Gopal Sharma, Shweta Mahajan et al.37 citations
  11. Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models ↗Naoki Egami, Musashi Hinck, Brandon Stewart et al.37 citations
  12. Hierarchically Gated Recurrent Neural Network for Sequence Modeling ↗Zhen Qin, Songlin Yang, Yiran Zhong36 citations
  13. ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design ↗Pascal Notin, Aaron W. Kollasch, Daniel Ritter et al.36 citations
  14. SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality ↗Cheng-Yu Hsieh, Jieyu Zhang, Zixian Ma et al.36 citations
  15. The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation ↗Saurabh Saxena, Charles Herrmann, Junhwa Hur et al.36 citations
  16. Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? ↗Arjun Majumdar, Karmesh Yadav, Sergio Arnaud et al.36 citations
  17. EvoPrompting: Language Models for Code-Level Neural Architecture Search ↗Angelica Chen, David Dohan, David So35 citations
  18. GEO-Bench: Toward Foundation Models for Earth Monitoring ↗Alexandre Lacoste, Nils Lehmann, Pau Rodríguez et al.35 citations
  19. Grammar Prompting for Domain-Specific Language Generation with Large Language Models ↗Bailin Wang, Zi Wang, Xuezhi Wang et al.35 citations
  20. Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection ↗Ruiying Lu, Yujie Wu, Long Tian et al.35 citations
  21. Real3D-AD: A Dataset of Point Cloud Anomaly Detection ↗Jiaqi Liu, Guoyang Xie, Ruitao Chen et al.35 citations
  22. Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time ↗Zichang Liu, Aditya Desai, Fangshuo Liao et al.35 citations
  23. StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners ↗Yonglong Tian, Lijie Fan, Phillip Isola et al.34 citations
  24. Text-to-Image Diffusion Models are Zero Shot Classifiers ↗Kevin Clark, Priyank Jaini34 citations
  25. White-Box Transformers via Sparse Rate Reduction ↗Yaodong Yu, Sam Buchanan, Druv Pai et al.34 citations
  26. A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective ↗Chenhang Cui, Yazhou Ren, Jiawei Li et al.33 citations
  27. Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning ↗Mitsuhiko Nakamoto, Simon Zhai, Anikait Singh et al.33 citations
  28. Perception Test: A Diagnostic Benchmark for Multimodal Video Models ↗Viorica Pătrăucean, Lucas Smaira, Ankush Gupta et al.33 citations
  29. SceneScape: Text-Driven Consistent Scene Generation ↗Rafail Fridman, Amit Abecasis, Yoni Kasten et al.33 citations
  30. Segment Any Point Cloud Sequences by Distilling Vision Foundation Models ↗Youquan Liu, Lingdong Kong, Jun Cen et al.33 citations
  31. Towards Unbounded Machine Unlearning ↗Meghdad Kurmanji, Peter Triantafillou, Jamie Hayes et al.33 citations
  32. What Makes Good Examples for Visual In-Context Learning? ↗Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu33 citations
  33. A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning ↗Hangfan Zhang, Jinyuan Jia, Jinghui Chen et al.32 citations
  34. Boosting Adversarial Transferability by Achieving Flat Local Maxima ↗Zhijin Ge, Hongying Liu, Wang Xiaosen et al.32 citations
  35. DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models ↗Ximing Xing, Chuang Wang, Haitao Zhou et al.32 citations
  36. Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models ↗Peter Hase, Mohit Bansal, Been Kim et al.32 citations
  37. GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection ↗Jianheng Tang, Fengrui Hua, Ziqi Gao et al.32 citations
  38. GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph ↗Xin Li, Dongze Lian, Xin Li et al.32 citations
  39. Holistic Evaluation of Text-to-Image Models ↗Tony Lee, Michihiro Yasunaga, Chenlin Meng et al.32 citations
  40. Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting ↗Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke‐Schneider et al.32 citations
  41. SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning ↗Benjamin Ellis, Jonathan Cook, Skander Moalla et al.32 citations
  42. ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool EmbeddingsShibo Hao, Tianyang Liu, Zhen Wang et al.32 citations · our summary
  43. Understanding and Mitigating Copying in Diffusion Models ↗Gowthami Somepalli, Vasu Singla, Micah Goldblum et al.32 citations
  44. Weakly Supervised 3D Open-vocabulary Segmentation ↗Kunhao Liu, Fangneng Zhan, Jiahui Zhang et al.32 citations
  45. Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors ↗Thomas Hartvigsen, Swami Sankaranarayanan, Hamid Palangi et al.31 citations
  46. Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity ↗Zijiao Chen, Jiaxin Qing, Juan Helen Zhou31 citations
  47. Deductive Verification of Chain-of-Thought ReasoningZhan Ling, Yunhao Fang, Xuanlin Li et al.31 citations · our summary
  48. DreamHuman: Animatable 3D Avatars from Text ↗Nikos Kolotouros, Thiemo Alldieck, Andrei Zanfir et al.31 citations
  49. Guiding Large Language Models via Directional Stimulus Prompting ↗Zekun Li, Baolin Peng, Pengcheng He et al.31 citations
  50. H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection ↗Yi Yu, Xue Yang, Qingyun Li et al.31 citations
  51. Improving multimodal datasets with image captioning ↗Thao Nguyen, Samir Yitzhak Gadre, Gabriel Ilharco et al.31 citations
  52. LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching ↗Duy M. H. Nguyen, Hoang Nguyen, Nghiem T. Diep et al.31 citations
  53. Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning ↗Xinyi Wang, Wanrong Zhu, Michael Saxon et al.31 citations
  54. Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory ↗Xiuying Chen, Di Luo, Xiuying Chen et al.31 citations
  55. OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling ↗Yifan Zhang, Qingsong Wen, Xue Wang et al.31 citations
  56. PTQD: Accurate Post-Training Quantization for Diffusion Models ↗Yefei He, Luping Liu, Jing Liu et al.31 citations
  57. Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark ↗Jiaming Ji, Borong Zhang, Jiayi Zhou et al.31 citations
  58. YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus ↗Dave Uthus, Garrett Tanzer, Manfred Georg31 citations
  59. Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation ↗Khoi Nguyen, Truong Vu, Anh Tran et al.30 citations
  60. Distributed Inference and Fine-tuning of Large Language Models Over The Internet ↗Alexander Borzunov, Max Ryabinin, Artem Chumachenko et al.30 citations
  61. EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought ↗Yao Mu, Qinglong Zhang, Mengkang Hu et al.30 citations
  62. Incomplete Multimodality-Diffused Emotion Recognition ↗Yuanzhi Wang, Yong Li, Zhen Cui30 citations
  63. Learning to Compress Prompts with Gist TokensJesse Mu, Xiang (Lorraine) Li, Noah D. Goodman30 citations · our summary
  64. Universal Prompt Tuning for Graph Neural Networks ↗Taoran Fang, Yunchao Zhang, Yang Yang et al.30 citations
  65. Class-Conditional Conformal Prediction with Many Classes ↗Tiffany Ding, Anastasios N. Angelopoulos, Stephen Bates et al.29 citations
  66. Emergent and Predictable Memorization in Large Language Models ↗Stella Biderman, USVSN Sai Prashanth, Lintang Sutawika et al.29 citations
  67. Evaluating the Moral Beliefs Encoded in LLMs ↗Nino Scherrer, Claudia Shi, Amir Feder et al.29 citations
  68. FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks ↗Yuhang Yao, Weizhao Jin, Srivatsan Ravi et al.29 citations
  69. GAUCHE: A Library for Gaussian Processes in Chemistry ↗Ryan-Rhys Griffiths, Leo Klarner, Henry Moss et al.29 citations
  70. Online Map Vectorization for Autonomous Driving: A Rasterization Perspective ↗Gongjie Zhang, Jiahao Lin, Shuang Wu et al.29 citations
  71. PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation ↗Jialu Li, Mohit Bansal29 citations
  72. Towards Self-Interpretable Graph-Level Anomaly Detection ↗Yixin Liu, Kaize Ding, Qinghua Lu et al.29 citations
  73. Uncertainty Quantification over Graph with Conformalized Graph Neural Networks ↗Kexin Huang, Ying Jin, Emmanuel J. Candès et al.29 citations
  74. Benchmarking Foundation Models with Language-Model-as-an-Examiner ↗Yushi Bai, Jiahao Ying, Yixin Cao et al.28 citations
  75. DiffComplete: Diffusion-based Generative 3D Shape Completion ↗Ruihang Chu, Enze Xie, Shentong Mo et al.28 citations
  76. Factorized Contrastive Learning: Going Beyond Multi-view Redundancy ↗Paul Pu Liang, Zihao Deng, Martin Q. Ma et al.28 citations
  77. LEACE: Perfect linear concept erasure in closed form ↗Nora Belrose, David Schneider-Joseph, Shauli Ravfogel et al.28 citations
  78. Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment ↗Royi Rassin, Eran Hirsch, Daniel Glickman et al.28 citations
  79. ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling ↗quanyi li, Lan Feng, Lan Feng et al.28 citations
  80. Stable Bias: Evaluating Societal Representations in Diffusion Models ↗Alexandra Sasha Luccioni, Christopher Akiki, Margaret Mitchell et al.28 citations
  81. The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification ↗Kexue Fu, Xiaoyuan Luo, Kexue Fu et al.28 citations
  82. Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry ↗Yong-Hyun Park, Mingi Kwon, Jaewoong Choi et al.28 citations
  83. AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation ↗Tong Wu, Zhihao Fan, Xiao Liu et al.27 citations
  84. EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models ↗Michael Wornow, Rahul Thapa, Ethan Steinberg et al.27 citations
  85. Evaluating Cognitive Maps and Planning in Large Language Models with CogEval ↗Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri et al.27 citations
  86. Latent Diffusion for Language Generation ↗Justin Lovelace, Varsha Kishore, Chao Wan et al.27 citations
  87. LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning ↗Atsuyuki Miyai, Qing Yu, Go Irie et al.27 citations
  88. Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity ↗Joel Ye, Jennifer L. Collinger, Leila Wehbe et al.27 citations
  89. On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions ↗Yufeng Zhang, Jialu Pan, Wanwei Liu et al.27 citations
  90. Quilt-1M: One Million Image-Text Pairs for Histopathology ↗Wisdom O. Ikezogwo, Mehmet Saygın Seyfioğlu, Fatemeh Ghezloo et al.27 citations
  91. SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation ↗Zhuoyan Luo, Yicheng Xiao, Yong Liu et al.27 citations
  92. Scalable Transformer for PDE Surrogate Modeling ↗Zijie Li, Dule Shu, Amir Barati Farimani27 citations
  93. Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells ↗Rylan Schaeffer, Mikail Khona, Tzuhsuan Ma et al.27 citations
  94. ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition ↗Aashaka Desai, Lauren Berger, Fyodor O. Minakov et al.26 citations
  95. Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow ↗Sizhe Wei, Yuxi Wei, Yue Hu et al.26 citations
  96. Content-based Unrestricted Adversarial Attack ↗Zhaoyu Chen, Bo Li, Shuang Wu et al.26 citations
  97. Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series ↗Yihe Wang, Yu Han, Haishuai Wang et al.26 citations
  98. DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation ↗Shentong Mo, Enze Xie, Ruihang Chu et al.26 citations
  99. Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision ↗Ayush Tewari, Tianwei Yin, George Cazenavette et al.26 citations
  100. Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks ↗Minki Kang, Seanie Lee, Jinheon Baek et al.26 citations

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