NeurIPS 2024: all accepted papers

4,494 papers · page 16 of 45 · the most cited first · ← NeurIPS 2024

HydraViT: Stacking Heads for a Scalable ViT ↗Janek Haberer, Ali Hojjat, Olaf Landsiedel4 citations
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection ↗Jingen Qu, Yufei Chen, Xiaodong Yue et al.4 citations
Hypothesis Testing the Circuit Hypothesis in LLMs ↗Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret et al.4 citations
Identify Then Recommend: Towards Unsupervised Group Recommendation ↗Yue Liu, Shihao Zhu, Tianyuan Yang et al.4 citations
Identifying Equivalent Training Dynamics ↗William T. Redman, Juan M. Bello‐Rivas, Maria Fonoberova et al.4 citations
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning ↗Dan Braun, Jordan Taylor, Nicholas Goldowsky-Dill et al.4 citations
ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images ↗Timing Yang, Yuanliang Ju, Li Yi4 citations
Improving Deep Learning Optimization through Constrained Parameter Regularization ↗Jörg K. H. Franke, Michael Hefenbrock, Gregor Koehler et al.4 citations
Improving Generalization of Dynamic Graph Learning via Environment Prompt ↗Kuo Yang, Zhengyang Zhou, Qihe Huang et al.4 citations
In Pursuit of Causal Label Correlations for Multi-label Image Recognition ↗Zhao-Min Chen, Xin Jin, Yisu Ge et al.4 citations
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies ↗Yunbum Kook, Santosh Vempala, Matthew M. Zhang4 citations
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS ↗Ashwin Sankar, Srija Anand, Praveen Srinivasa Varadhan et al.4 citations
Inferring stochastic low-rank recurrent neural networks from neural data ↗Matthijs Pals, A Erdem Sağtekin, Felix Pei et al.4 citations
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing ↗Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang et al.4 citations
Instruction Tuning Large Language Models to Understand Electronic Health Records ↗Zhenbang Wu, Anant Dadu, Mike A. Nalls et al.4 citations
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance? ↗Garud Iyengar, Henry Lam, Tianyu Wang4 citations
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? ↗Yang Dai, Oubo Ma, Longfei Zhang et al.4 citations
Is Programming by Example Solved by LLMs? ↗Kevin Ellis, Kevin Ellis4 citations
Is Your LiDAR Placement Optimized for 3D Scene Understanding? ↗Ye Li, Lingdong Kong, Hanjiang Hu et al.4 citations
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning ↗Yi Ma, Jianye Hao, Xiaohan Hu et al.4 citations
Knowledge Circuits in Pretrained Transformers ↗Yunzhi Yao, Ningyu Zhang, Zekun Xi et al.4 citations
LAVIB: A Large-scale Video Interpolation Benchmark ↗Alexandros Stergiou4 citations
LG-VQ: Language-Guided Codebook Learning ↗Guotao Liang, Baoquan Zhang, Yaowei Wang et al.4 citations
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment ↗Ge Yang, Changyi He, Jinyang Guo et al.4 citations
LLaNA: Large Language and NeRF Assistant ↗Andrea Amaduzzi, Pierluigi Zama Ramirez, Giuseppe Lisanti et al.4 citations
LaSCal: Label-Shift Calibration without target labels ↗Teodora Popordanoska, Gorjan Radevski, Tinne Tuytelaars et al.4 citations
Language Model as Visual Explainer ↗Xingyi Yang, Xingyi Yang4 citations
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning ↗Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer et al.4 citations
Layer-Adaptive State Pruning for Deep State Space Models ↗Minseon Gwak, Seongrok Moon, Joohwan Ko et al.4 citations
Learn more, but bother less: parameter efficient continual learning ↗Fuli Qiao, Mehrdad Mahdavi4 citations
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization ↗Ziyu Shan, Yujie Zhang, Yipeng Liu et al.4 citations
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient ↗Zechu Li, Rickmer Krohn, Tao Chen et al.4 citations
Learning Segmentation from Point Trajectories ↗Laurynas Karazija, Iro Laina, Christian Rupprecht et al.4 citations
Learning Spatially-Aware Language and Audio Embeddings ↗Bhavika Devnani, Skyler Seto, Zakaria Aldeneh et al.4 citations
Learning to Predict Structural Vibrations ↗Jan van Delden, Julius Schultz, Christopher Blech et al.4 citations
Learning to compute Gröbner bases ↗Hiroshi Kera, Yuki Ishihara, Yuta Kambe et al.4 citations
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models ↗Xu Yang, Yingzhe Peng, Haoxuan Ma et al.4 citations
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images ↗Junxian Wu, Xiao Ke, Xiaoming Jiang et al.4 citations
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis ↗Xin Jin, Pengyi Jiao, Zheng-Peng Duan et al.4 citations
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search ↗Elias Jääsaari, Ville Hyvönen, Teemu Roos4 citations
LocCa: Visual Pretraining with Location-aware Captioners ↗Bo Wan, Michael Tschannen, Yongqin Xian et al.4 citations
Localized Zeroth-Order Prompt Optimization ↗Wenyang Hu, Yao Shu, Zongmin Yu et al.4 citations
Logical characterizations of recurrent graph neural networks with reals and floats ↗Veeti Ahvonen, Damian Heiman, Antti Kuusisto et al.4 citations
Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction ↗Chen-Long Duan, Yong Li, Xiu-Shen Wei et al.4 citations
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models ↗Yang Jiao, Shaoxiang Chen, Zequn Jie et al.4 citations
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems ↗Bin Lei, Yi Jun Zhang, Shan Zuo et al.4 citations
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction ↗Jiahe Chen, Jinkun Cao, Dahua Lin et al.4 citations
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling ↗Xuanyu Yi, Zike Wu, Qiuhong Shen et al.4 citations
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function ↗Chenyi Zhuang, Ying Hu, Pan Gao4 citations
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation ↗Cédric Rommel, Victor Letzelter, Nermin Samet et al.4 citations
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages ↗Andy Yang, David Chiang, Dana Angluin A4 citations
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey ↗Xian Wei Wu, Yutian Zhao, Yunyan Zhang et al.4 citations
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy ↗Shengfang Zhai, Huanran Chen, Yinpeng Dong et al.4 citations
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning ↗Bin-Bin Gao4 citations
MiSO: Optimizing brain stimulation to create neural activity states ↗Yuki Minai, Joana Soldado-Magraner, Matthew A. Smith et al.4 citations
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages ↗Zixian Huang, Wenhao Zhu, Gong Cheng et al.4 citations
Minimum Entropy Coupling with Bottleneck ↗Mohammadreza Reza Ebrahimi, Jun Chen, Ashish J. Khisti4 citations
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models ↗Dongwon Jo, Taesu Kim, Yulhwa Kim et al.4 citations
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks ↗Xingkui Zhu, Yiran Guan, Dingkang Liang et al.4 citations
Model-Based Transfer Learning for Contextual Reinforcement Learning ↗Jung-Hoon Cho, Vindula Jayawardana, Sirui Li et al.4 citations
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems ↗Amber Hu, David M. Zoltowski, Aditya Nair et al.4 citations
Multi-turn Reinforcement Learning with Preference Human Feedback ↗Lior Shani, Aviv Rosenberg, Asaf Cassel et al.4 citations
Multilingual Diversity Improves Vision-Language Representations ↗Thao Nguyen, Matthew Wallingford, Sebastin Santy et al.4 citations
Multistep Distillation of Diffusion Models via Moment Matching ↗Tim Salimans, Thomas Mensink, Jonathan Heek et al.4 citations
Needle In A Multimodal Haystack ↗Weiyun Wang, Shuibo Zhang, Yiming Ren et al.4 citations
Neur2BiLO: Neural Bilevel Optimization ↗Justin Dumouchelle, Esther Julien, Jannis Kurtz et al.4 citations
Neural Residual Diffusion Models for Deep Scalable Vision Generation ↗Zhiyuan Ma, Liangliang Zhao, Biqing Qi et al.4 citations
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation ↗Yifei Li, Yuchen Sun, Pingchuan Ma et al.4 citations
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning ↗Chuanyi Xue, Qihan Liu, Xiaoteng Ma et al.4 citations
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification ↗Gaspard Goupy, Pierre Tirilly, Ioan Marius Bilasco4 citations
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits ↗Zhan Yu, Qiuhao Chen, Yuling Jiao et al.4 citations
Not Just Object, But State: Compositional Incremental Learning without Forgetting ↗Yanyi Zhang, Binglin Qiu, Qi Jia et al.4 citations
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression ↗Yixiu Mao, Qi Wang, Chen Chen et al.4 citations
On f-Divergence Principled Domain Adaptation: An Improved Framework ↗Ziqiao Wang, Yongyi Mao4 citations
On the Scalability of Certified Adversarial Robustness with Generated Data ↗Thomas Altstidl, David Dobre, Arthur Kosmala et al.4 citations
PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation ↗Kaidong Zhang, Pengzhen Ren, Junfan Lin et al.4 citations
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression ↗Vladimir Malinovskii, Denis Mazur, Ivan Ilin et al.4 citations
Panacea: Pareto Alignment via Preference Adaptation for LLMs ↗Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang et al.4 citations
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models ↗Daizong Liu, Mingyu Yang, Xiaoye Qu et al.4 citations
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation ↗Lingxiao Zhao, Xueying Ding, Leman Akoglu4 citations
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation ↗Chenrui Duan, Zelin Zang, Siyuan Li et al.4 citations
Physics-Constrained Comprehensive Optical Neural Networks ↗Yanbing Liu, Jianwei Qin, Xun Liu et al.4 citations
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control ↗Gunshi Gupta, Karmesh Yadav, Yarin Gal et al.4 citations
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks ↗Chiraag Kaushik, Justin Romberg, Vidya Muthukumar4 citations
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons ↗Jiawen Zhang, Xumeng Wen, Zhenwei Zhang et al.4 citations
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach ↗Lei Ding, Yang Hu, Nicole Denier et al.4 citations
Probing the Decision Boundaries of In-context Learning in Large Language Models ↗Siyan Zhao, Tung Thanh Nguyen, Aditya Grover4 citations
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars ↗Zhaoxuan Wu, Xiaoqiang Lin, Zhongxiang Dai et al.4 citations
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach ↗Yarin Bar, Shalev Shaer, Yaniv Romano4 citations
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer ↗Tinglin Huang, Zhenqiao Song, Rex Ying et al.4 citations
Prune and Repaint: Content-Aware Image Retargeting for any Ratio ↗Feihong Shen, Chao Li, Yifeng Geng et al.4 citations
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation ↗Changli Wu, Qi Chen, Jiayi Ji et al.4 citations
RTify: Aligning Deep Neural Networks with Human Behavioral Decisions ↗Sixuan Chen, Ivan Felipe Rodriguez, Sixuan Chen et al.4 citations
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation ↗Hang Guo, Tao Dai, Zhihao Ouyang et al.4 citations
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks ↗Jiaxing Zhang, Zhuomin Chen, Hao Mei et al.4 citations
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference ↗Lin Duan, Jingwei Sun, Jinyuan Jia et al.4 citations
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective ↗Qishuai Wen, Chun-Guang Li4 citations
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus ↗Yiming Wang, Kaiyan Zhao, Furui Liu et al.4 citations
Rethinking LLM Memorization through the Lens of Adversarial Compression ↗Avi Schwarzschild, Zhili Feng, Pratyush Maini et al.4 citations
Rethinking Score Distillation as a Bridge Between Image Distributions ↗David McAllister, Songwei Ge, Jia‐Bin Huang et al.4 citations

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📰 NeurIPS 2024: all accepted papers

NeurIPS 2024: all accepted papers