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NeurIPS 2024: all accepted papers

4,494 papers · page 9 of 45 · the most cited first · ← NeurIPS 2024

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  1. Length Optimization in Conformal Prediction ↗Shayan Kiyani, George J. Pappas, Hamed Hassani8 citations
  2. Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers ↗Jinsong Chen, Hanpeng Liu, John E. Hopcroft et al.8 citations
  3. Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models ↗Sadegh Mahdavi, Raquel Aoki, Keyi Tang et al.8 citations
  4. Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering ↗Jie Ma, Min Qiang Hu, Pinghui Wang et al.8 citations
  5. LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment ↗Linfeng Dong, Wei Wang, Sun Xiao et al.8 citations
  6. MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning ↗Tieyuan Chen, Huabin Liu, Tianyao He et al.8 citations
  7. MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models ↗Tianle Gu, Zeyang Zhou, Kexin Huang et al.8 citations
  8. Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials ↗Ye Fang, Zeyi Sun, Tong Wu et al.8 citations
  9. MambaLRP: Explaining Selective State Space Sequence Models ↗Farnoush Rezaei Jafari, Grégoire Montavon, Klaus‐Robert Müller et al.8 citations
  10. MambaTree: Tree Topology is All You Need in State Space Model ↗Yicheng Xiao, Lin Ye Song, Shaoli Huang et al.8 citations
  11. Matryoshka Query Transformer for Large Vision-Language Models ↗Wenbo Hu, Zi-Yi Dou, Liunian Li et al.8 citations
  12. Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs ↗Rudolf Laine, Bilal I. Chughtai, Jan Betley et al.8 citations
  13. Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials ↗Yawar Siddiqui, Tom Monnier, Filippos Kokkinos et al.8 citations
  14. Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement ↗Zhi Wang, Li Zhang, Wenhao Wu et al.8 citations
  15. Model Collapse Demystified: The Case of Regression ↗Elvis Dohmatob, Yুনzhen Feng, Julia Kempe8 citations
  16. Multi-Head Mixture-of-Experts ↗Xun Wu, Shaohan Huang, Wenhui Wang et al.8 citations
  17. Multimodal Large Language Models Make Text-to-Image Generative Models Align Better ↗Xun Wu, Shaohan Huang, Guolong Wang et al.8 citations
  18. Multiple Physics Pretraining for Spatiotemporal Surrogate Models ↗Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Parker et al.8 citations
  19. On the Comparison between Multi-modal and Single-modal Contrastive Learning ↗Wei Huang, Andi Han, Yongqiang Chen et al.8 citations
  20. Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives ↗Vincent Hanke, Tom Blanchard, Franziska Boenisch et al.8 citations
  21. Open-Vocabulary Object Detection via Language Hierarchy ↗Jiaxing Huang, Jingyi Zhang, Kai Jiang et al.8 citations
  22. Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks ↗Zaijing Li, Yuquan Xie, Rui Shao et al.8 citations
  23. PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders ↗Xiangdong Zhang, Shaofeng Zhang, Junchi Yan8 citations
  24. PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition ↗Jinghui Lu, Ziwei Yang, Yanjie Wang et al.8 citations
  25. Parallelizing Linear Transformers with the Delta Rule over Sequence Length ↗Songlin Yang, Bailin Wang, Yu Zhang et al.8 citations
  26. Private Attribute Inference from Images with Vision-Language Models ↗Batuhan Tömekçe, Mark Vero, Robin Staab et al.8 citations
  27. QTIP: Quantization with Trellises and Incoherence Processing ↗Albert Tseng, Qingyao Sun, David Hou et al.8 citations
  28. Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning ↗Hao-Lun Hsu, W. Wang, Miroslav Pajić et al.8 citations
  29. ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting ↗Yiqun Mei, Jiacong Xu, Vishal Nainesh Patel8 citations
  30. ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos ↗J.C. Chen, Yu-Chien Liao, Hsi-Che Lin et al.8 citations
  31. Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis ↗Honglin Li, Yunlong Zhang, Pingyi Chen et al.8 citations
  32. Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? ↗Richard Ren, Steven Basart, Adam Khoja et al.8 citations
  33. Scaling Retrieval-Based Language Models with a Trillion-Token Datastore ↗Rulin Shao, Jacqueline He, Akari Asai et al.8 citations
  34. Scaling Sign Language Translation ↗Biao Zhang, Garrett Tanzer, Orhan Fırat8 citations
  35. SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models ↗Dan Zhang, Zhengxiao Du, Sining Zhoubian et al.8 citations
  36. SelfCodeAlign: Self-Alignment for Code Generation ↗Yuxiang Wei, Federico Cassano, Jiawei Liu et al.8 citations
  37. Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation ↗Ui-Hyeop Shin, Sangyoun Lee, Taehan Kim et al.8 citations
  38. SimGen: Simulator-conditioned Driving Scene Generation ↗Yunsong Zhou, Michael Simon, Zhenghao Peng et al.8 citations
  39. Sm: enhanced localization in Multiple Instance Learning for medical imaging classification ↗Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu et al.8 citations
  40. SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models ↗Yu Yang, Siddhartha Mishra, Jeffrey N. Chiang et al.8 citations
  41. Splatter a Video: Video Gaussian Representation for Versatile Processing ↗Yingyun Sun, Yi-Hua Huang, Lin Ma et al.8 citations
  42. Subsurface Scattering for Gaussian Splatting ↗Jan-Niklas Dihlmann, Arjun Majumdar, Andreas Engelhardt et al.8 citations
  43. TAPTRv2: Attention-based Position Update Improves Tracking Any Point ↗Hongyang Li, Hao Zhang, Shilong Liu et al.8 citations
  44. Test-Time Dynamic Image Fusion ↗Bing Cao, Yinan Xia, Yi Ding et al.8 citations
  45. Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights ↗Zhikai Chen, Haitao Mao, Jingzhe Liu et al.8 citations
  46. TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control ↗Weichao Zeng, Shu Yan, Zhenhang Li et al.8 citations
  47. The Art of Saying No: Contextual Noncompliance in Language Models ↗Faeze Brahman, Sachin Kumar, Vidhisha Balachandran et al.8 citations
  48. The Impact of Initialization on LoRA Finetuning Dynamics ↗Soufiane Hayou, Nikhil Ghosh, Bin Yu8 citations
  49. The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains ↗Eric Zhonghang Qu, Aditi S. Krishnapriyan8 citations
  50. The Mamba in the Llama: Distilling and Accelerating Hybrid Models ↗Junxiong Wang, Daniele Paliotta, Avner May et al.8 citations
  51. Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency ↗Yue Li, Shida Sun, Shida Sun et al.8 citations
  52. TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation ↗Chenyang Le, Yao Qian, Dongmei Wang et al.8 citations
  53. UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles ↗Hui Ye, Rajshekhar Sunderraman, Shihao Ji8 citations
  54. Understanding Transformer Reasoning Capabilities via Graph Algorithms ↗Clayton Sanford, Bahare Fatemi, Ethan Hall et al.8 citations
  55. UniMTS: Unified Pre-training for Motion Time Series ↗Xiyuan Zhang, Diyan Teng, Ranak Roy Chowdhury et al.8 citations
  56. UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels ↗Jake Silberg, Kyle Swanson, Elana P. Simon et al.8 citations
  57. Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought ↗Wanxiang Che, Libo Qin, Jiaqi Wang et al.8 citations
  58. VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding ↗Hong Chen, Xin Wang, Hong Chen et al.8 citations
  59. Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting ↗Ruiqi Li, Yiu‐ming Cheung8 citations
  60. VisMin: Visual Minimal-Change Understanding ↗Aishwarya Agrawal, Saba Ahmadi, Le Zhang et al.8 citations
  61. Vision-Language Models are Strong Noisy Label Detectors ↗Tong Wei, Hao-Tian Li, Chun-Shu Li et al.8 citations
  62. Visual Prompt Tuning in Null Space for Continual Learning ↗Yue Lu, Shizhou Zhang, De Cheng et al.8 citations
  63. WATT: Weight Average Test Time Adaptation of CLIP ↗David Osowiechi, Mehrdad Noori, Gustavo Hakim et al.8 citations
  64. Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs ↗Sukmin Yun, Haokun Lin, Rusiru Thushara et al.8 citations
  65. WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks ↗Léo Boisvert, Megh Thakkar, Maxime Gasse et al.8 citations
  66. emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation ↗Sasha Salter, Richard Warren, Collin Schlager et al.8 citations
  67. (FL)²: Overcoming Few Labels in Federated Semi-Supervised Learning ↗Thanh-Long V. Le, Thanh-Long V. Le, Jaemin Shin et al.7 citations
  68. A Concept-Based Explainability Framework for Large Multimodal Models ↗Jayneel Parekh, Pegah Khayatan, Mustafa Shukor et al.7 citations
  69. A Generative Model of Symmetry Transformations ↗James Urquhart Allingham, Bruno Mlodozeniec, Shreyas Padhy et al.7 citations
  70. A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning ↗Jacob Adkins, Michael Bowling, Adam White7 citations
  71. ARC: A Generalist Graph Anomaly Detector with In-Context Learning ↗Yixin Liu, Shiyuan Li, Yu Zheng et al.7 citations
  72. ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition ↗Mohammadreza Salehi, Jae Park, Tanush Yadav et al.7 citations
  73. Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment ↗Jiawei Chen, Chunhui Zhao7 citations
  74. Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models ↗Yicheng Xu, Yuxin Chen, Jiahao Nie et al.7 citations
  75. Aligning Diffusion Models by Optimizing Human Utility ↗Shufan Li, Konstantinos Kallidromitis, Akash Gokul et al.7 citations
  76. Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization ↗Siyi Gu, Minkai Xu, Alexander S. Powers et al.7 citations
  77. Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage? ↗Maohao Shen, J. Ryu, Soumya K. Ghosh et al.7 citations
  78. BERTs are Generative In-Context Learners ↗David Samuel7 citations
  79. BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment ↗Jiongxiao Wang, Jiazhao Li, Bo Li et al.7 citations
  80. Beyond Aesthetics: Cultural Competence in Text-to-Image Models ↗Nithish Kannen, Arif Ahmad, Marco Andreetto et al.7 citations
  81. Boosting Graph Pooling with Persistent Homology ↗Chaolong Ying, Xinjian Zhao, Tianshu Yu7 citations
  82. Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension ↗Zaiquan Yang, Rynson W. H. Lau, Jiaying Lin et al.7 citations
  83. Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning ↗Di Ming, Peng Ren, Yunlong Wang et al.7 citations
  84. Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models ↗Masatoshi Uehara, Yulai Zhao, Ehsan Hajiramezanali et al.7 citations
  85. CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection ↗Jisong Kim, Minjae Seong, Jun Won Choi7 citations
  86. CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence ↗Chaochao Chen, Jiaming Zhang, Yizhao Zhang et al.7 citations
  87. CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities ↗Rohith Peddi, Shivvrat Arya, Bharath Challa et al.7 citations
  88. Cascade Speculative Drafting for Even Faster LLM Inference ↗Ziyi Chen, Xiaocong Yang, Jiacheng Lin et al.7 citations
  89. CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming ↗Ali TehraniJamsaz, Arijit Bhattacharjee, Le Chen et al.7 citations
  90. Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control ↗Zhengfei Kuang, Shengqu Cai, Hao He et al.7 citations
  91. Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees ↗Yu Gui, Ying Jin, Zhimei Ren7 citations
  92. Continual Learning in the Frequency Domain ↗Ruiqi Liu, Boyu Diao, Libo Huang et al.7 citations
  93. Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise ↗Yeonguk Yu, Minhwan Ko, Sungho Shin et al.7 citations
  94. DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach ↗Qian Chen, Ling Chen7 citations
  95. DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model ↗Zhixiong Nan, Xianghong Li, Tao Xiang et al.7 citations
  96. DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting ↗Xiaodi Li, Zongxin Yang, Ruijie Quan et al.7 citations
  97. Derivative-enhanced Deep Operator Network ↗Yuan Qiu, Nolan Bridges, Peng Chen7 citations
  98. DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut ↗Paul Couairon, Mustafa Shukor, Jean‐Emmanuel Haugeard et al.7 citations
  99. DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion ↗Weicai Ye, Chenhao Ji, Zheng Chen et al.7 citations
  100. Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos ↗Luigi Seminara, Giovanni Maria Farinella, Antonino Furnari7 citations

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