NeurIPS 2024: all accepted papers

4,494 papers · page 14 of 45 · the most cited first · ← NeurIPS 2024

One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection ↗Zhenyu WANG, Yali Li, Hengshuang Zhao et al.5 citations
One-shot Federated Learning via Synthetic Distiller-Distillate Communication ↗Junyuan Zhang, Songhua Liu, Xinchao Wang5 citations
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model ↗Chenlu Ye, Wei Xiong, Yuheng Zhang et al.5 citations
Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL ↗Qin-Wen Luo, Ming-Kun Xie, Ye-Wen Wang et al.5 citations
Optimization Algorithm Design via Electric Circuits ↗Stephen Boyd, Tetiana Parshakova, Ernest K. Ryu et al.5 citations
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding ↗Jian Ming Chang, Qianyu Zhou, Yuhang Li et al.5 citations
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking ↗Pranav Singh Chib, Pravendra Pratap Singh5 citations
Physically Compatible 3D Object Modeling from a Single Image ↗Minghao Guo, Bohan Wang, Pingchuan Ma et al.5 citations
Pipeline Parallelism with Controllable Memory ↗Penghui Qi, Xinyi Wan, Nyamdavaa Amar et al.5 citations
Poisson Variational Autoencoder ↗Hadi Vafaii, Dekel Galor, Jacob L. Yates5 citations
Preference Learning Algorithms Do Not Learn Preference Rankings ↗Angelica Chen, Sadhika Malladi, Lily Zhang et al.5 citations
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models ↗Yuxin Wen, Leo Marchyok, Sanghyun Hong et al.5 citations
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing ↗Junkun Chen, Yu-Xiong Wang5 citations
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness ↗Mengxi Chen, Fei Zhang, Zihua Zhao et al.5 citations
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks ↗Joel Oskarsson, Tomas Landelius, Marc Peter Deisenroth et al.5 citations
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models ↗Cong Wan, Yuhang He, Xiang Hui Song et al.5 citations
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery ↗Haiyang Zheng, Nan Pu, Wenjing Li et al.5 citations
Provable Benefit of Cutout and CutMix for Feature Learning ↗Junsoo Oh, Chulhee Yun5 citations
Provable Partially Observable Reinforcement Learning with Privileged Information ↗Yang Cai, Xiangyu Liu, Argyris Oikonomou et al.5 citations
QueST: Self-Supervised Skill Abstractions for Learning Continuous Control ↗Atharva Mete, Haotian Xue, Albert Wilcox et al.5 citations
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models ↗Xinchen Zhang, Ling Yang, Yaqi Cai et al.5 citations
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation ↗Jiahao Li, Yang Lu, Yuan Xie et al.5 citations
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks ↗Hangchi Shen, Qian Zheng, Huamin Wang et al.5 citations
Revisiting Ensembling in One-Shot Federated Learning ↗Youssef Allouah, Akash Dhasade, Rachid Guerraoui et al.5 citations
Revisiting the Integration of Convolution and Attention for Vision Backbone ↗Lei Zhu, Xinjiang Wang, Wayne Zhang et al.5 citations
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models ↗Linglan Zhao, Xuerui Zhang, Ke Yan et al.5 citations
SAM-Guided Masked Token Prediction for 3D Scene Understanding ↗Zhi‐Min Chen, Liang Yang, Yingwei Li et al.5 citations
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training ↗Jinda Jia, Cong Xie, Haibin Lin et al.5 citations
SF-V: Single Forward Video Generation Model ↗Zhixing Zhang, Yanyu Li, Yanyu Li et al.5 citations
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models ↗Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen et al.5 citations
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark ↗Sithursan Sivasubramaniam, Cedric Osei-Akoto, Yi Zhang et al.5 citations
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction ↗Zhihao Yu, Xu Chu, Yujie Jin et al.5 citations
SPEAR: Exact Gradient Inversion of Batches in Federated Learning ↗Dimitar I. Dimitrov, Maximilian Baader, Mark Niklas Müller et al.5 citations
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors ↗Vijay Lingam, Atula Tejaswi, Aditya Vavre et al.5 citations
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading ↗Qi Bi, Jingjun Yi, Hao Zheng et al.5 citations
Scaling Law for Time Series Forecasting ↗Jingzhe Shi, Huan Ma, Huan Ma et al.5 citations
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies ↗Chaofan Tao, Qian Liu, Longxu Dou et al.5 citations
Scaling White-Box Transformers for Vision ↗Jinrui Yang, Xianhang Li, Druv Pai et al.5 citations
Search for Efficient Large Language Models ↗Xuan Shen, Pu Zhao, Yifan Gong et al.5 citations
Self-Guided Masked Autoencoder ↗Jeongwoo Shin, Inseo Lee, Junho Lee et al.5 citations
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments ↗Paulius Rauba, Nabeel Seedat, Krzysztof Kacprzyk et al.5 citations
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels ↗Jan-Philipp Fränken, Eric Zelikman, Rafael Rafailov et al.5 citations
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation ↗Guillaume Huguet, James Vuckovic, Kilian Fatras et al.5 citations
Sequoia: Scalable and Robust Speculative Decoding ↗Zhuoming Chen, Avner May, Ruslan Svirschevski et al.5 citations
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts ↗Huy Hoang Nguyen, Nhat Ho, Alessandro Rinaldo5 citations
Similarity-Navigated Conformal Prediction for Graph Neural Networks ↗Jianqing Song, Jianguo Huang, Wenyu Jiang et al.5 citations
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM ↗Ming Nie, Dan Ding, Chunwei Wang et al.5 citations
Spectral Adapter: Fine-Tuning in Spectral Space ↗Fangzhao Zhang, Mert Pilancı5 citations
StackEval: Benchmarking LLMs in Coding Assistance ↗Nidhish Shah, Zülküf Genç, Dogu Araci5 citations
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training ↗Wenyu Du, Tongxu Luo, Zihan Qiu et al.5 citations
Structured flexibility in recurrent neural networks via neuromodulation ↗Julia C. Costacurta, Shaunak Bhandarkar, David M. Zoltowski et al.5 citations
Supra-Laplacian Encoding for Transformer on Dynamic Graphs ↗Yannis Karmim, Marc Lafon, Raphaël Fournier-S’niehotta et al.5 citations
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling ↗Shuaipeng Li, Penghao Zhao, Hailin Zhang et al.5 citations
SustainDC: Benchmarking for Sustainable Data Center Control ↗Avisek Naug, Antonio Guillén, Ricardo Luna et al.5 citations
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery ↗Jian Hui Song, Hongruixuan Chen, Weihao Xuan et al.5 citations
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale ↗Tianyue Ou, Frank F. Xu, Aman Madaan et al.5 citations
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering ↗Jun Dan, Weiming Liu, Chunfeng Xie et al.5 citations
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation ↗Ruihan Gao, Kangle Deng, Gengshan Yang et al.5 citations
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning ↗Grzegorz Rypeść, Sebastian Cygert, T. P. Trzcinski et al.5 citations
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators ↗Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava et al.5 citations
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data ↗Eirini Angeloudi, Jeroen Audenaert, Micah Bowles et al.5 citations
Thought of Search: Planning with Language Models Through The Lens of Efficiency ↗Michael Katz, Harsha Kokel, Kavitha Srinivas et al.5 citations
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis ↗Taihang Hu, Linxuan Li, Joost van de Weijer et al.5 citations
Towards Calibrated Robust Fine-Tuning of Vision-Language Models ↗Changdae Oh, Hyesu Lim, Mijoo Kim et al.5 citations
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution ↗Yizi Zhang, Yanchen Wang, Donato M Jiménez-Benetó et al.5 citations
Trade-Offs of Diagonal Fisher Information Matrix Estimators ↗Alexander Soen, Ke Sun5 citations
Transition Constrained Bayesian Optimization via Markov Decision Processes ↗Jose Pablo Folch, Calvin Tsay, Robert E. Lee et al.5 citations
UQE: A Query Engine for Unstructured Databases ↗Hanjun Dai, Bethany Wang, Xingchen Wan et al.5 citations
Understanding Emergent Abilities of Language Models from the Loss Perspective ↗Zhengxiao Du, Aohan Zeng, Yuxiao Dong et al.5 citations
UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner ↗Dongchao Yang, Haohan Guo, Yuanyuan Wang et al.5 citations
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling ↗Haider Al-Tahan, Quentin Garrido, Randall Balestriero et al.5 citations
UniIF: Unified Molecule Inverse Folding ↗Zhangyang Gao, Jue Wang, Cheng Tan et al.5 citations
Unified Generative and Discriminative Training for Multi-modal Large Language Models ↗Wei Chow, Juncheng Li, Qifan Yu et al.5 citations
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought ↗Gabriel Herbert Sarch, Lawrence Jang, Michael J. Tarr et al.5 citations
Vector Quantization Prompting for Continual Learning ↗Jiao Li, Qiuxia Lai, Yu Li et al.5 citations
Verifiably Robust Conformal Prediction ↗Linus Jeary, Tom Kuipers, Mehran Hosseini et al.5 citations
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks ↗Jun Xia, Zhihao Yue, Yingbo Zhou et al.5 citations
What If the Input is Expanded in OOD Detection? ↗Boxuan Zhang, Jianing Zhu, Zengmao Wang et al.5 citations
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction ↗Sunny Panchal, Apratim Bhattacharyya, Guillaume Berger et al.5 citations
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings ↗Manuel Meier, Berken Utku Demirel, Christian Holz5 citations
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences ↗Yujie Lu, Dongfu Jiang, Wenhu Chen et al.5 citations
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning ↗Théo Moutakanni, Maxime Oquab, Marc Szafraniec et al.5 citations
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution ↗Alex Mathai, Chenxi Huang, Petros Maniatis et al.5 citations
A Critical Evaluation of AI Feedback for Aligning Large Language Models ↗Archit Sharma, Sedrick Scott Keh, Eric Mitchell et al.4 citations
A Foundation Model for Zero-shot Logical Query Reasoning ↗Mikhail Galkin, Jincheng Zhou, Bruno Ribeiro et al.4 citations
A Full-duplex Speech Dialogue Scheme Based On Large Language Model ↗Peng Wang, Songshuo Lu, Peng Wang et al.4 citations
A Polar coordinate system represents syntax in large language models ↗Pablo Diego-Simón, Stéphane d’Ascoli, Emmanuel Chemla et al.4 citations
A Recipe for Charge Density Prediction ↗Xiang Fu, Andrew Rosen, Kyle Bystrom et al.4 citations
A Sober Look at the Robustness of CLIPs to Spurious Features ↗Qizhou Wang, Yong Lin, Yongqiang Chen et al.4 citations
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm ↗Tianchi Liao, Lele Fu, Jialong Chen et al.4 citations
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks ↗Hoin Jung, Taeuk Jang, Xiaoqian Wang4 citations
A hierarchical decomposition for explaining ML performance discrepancies ↗Harvineet Singh, Fan Xia, Adarsh Subbaswamy et al.4 citations
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences ↗Miguel González-Duque, Richard Michael, Simon Bartels et al.4 citations
A theoretical design of concept sets: improving the predictability of concept bottleneck models ↗Max Ruiz Luyten, Mihaela van der Schaar4 citations
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting ↗Mingfei Chen, Eli Shlizerman4 citations
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity ↗Haoxuan Chen, Yinuo Ren, Lexing Ying et al.4 citations
Accuracy is Not All You Need ↗Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra et al.4 citations
Active, anytime-valid risk controlling prediction sets ↗Ziyu Xu, Nikos Karampatziakis, Paul Mineiro4 citations
Ad Auctions for LLMs via Retrieval Augmented Generation ↗MohammadTaghi Hajiaghayi, Sebastien M. Lahaie, Keivan Rezaei et al.4 citations
AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation ↗Teng Li, Liwen Zhang, Youcheng Zhang et al.4 citations

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📰 NeurIPS 2024: all accepted papers

NeurIPS 2024: all accepted papers