NeurIPS 2024: all accepted papers

4,494 papers · page 12 of 45 · the most cited first · ← NeurIPS 2024

Micro-Bench: A Microscopy Benchmark for Vision-Language Understanding ↗Alejandro Lozano, Jeffrey Nirschl, James Burgess et al.6 citations
MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes ↗Zhenhui Ye, Tianyun Zhong, Yi Ren et al.6 citations
Mitigating Object Hallucination via Concentric Causal Attention ↗Yun Xing, Yiheng Li, Ivan Laptev A et al.6 citations
MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling ↗Weihao Yuan, Yisheng He, Weichao Shen et al.6 citations
MotionCraft: Physics-Based Zero-Shot Video Generation ↗Antonio Montanaro, Luca Savant Aira, Emanuele Aiello et al.6 citations
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning ↗Brandon Huang, Chancharik Mitra, Assaf Arbelle et al.6 citations
Mutual Information Estimation via f-Divergence and Data Derangements ↗Nunzio Alexandro Letizia, Nicola Novello, Andrea M. Tonello6 citations
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering ↗Meng Wei, Qianyi Wu, Jianmin Zheng et al.6 citations
Observational Scaling Laws and the Predictability of Langauge Model Performance ↗Yangjun Ruan, Chris J. Maddison, Tatsunori Hashimoto6 citations
Parameter Competition Balancing for Model Merging ↗Guodong Du, Junlin Lee, Jing Li et al.6 citations
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts ↗Hang Guo, Tao Dai, Tao Dai et al.6 citations
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics ↗William Qian, Jacob A. Zavatone-Veth, Benjamin S. Ruben et al.6 citations
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers ↗Markus Hiller, Krista A. Ehinger, Tom W. Drummond6 citations
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis ↗Qiang Wu, Gechang Yao, Zhixi Feng et al.6 citations
Persistent Homology for High-dimensional Data Based on Spectral Methods ↗Sebastian Damrich, Philipp Berens, Dmitry Kobak6 citations
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation ↗Kyungjin Seo, Junghoon Seo, Hanseok Jeong et al.6 citations
PromptFix: You Prompt and We Fix the Photo ↗Yongsheng Yu, Ziyun Zeng, Hang Hua et al.6 citations
Pure Message Passing Can Estimate Common Neighbor for Link Prediction ↗Kaiwen Dong, Zhichun Guo, Nitesh V. Chawla6 citations
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition ↗George Tsoukalas, Jasper Lee, John Jennings et al.6 citations
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation ↗Zhuo Chen, Rumen Dangovski, Charlotte Loh et al.6 citations
Query-Based Adversarial Prompt Generation ↗Jonathan Hayase, Ema Borevkovic, Nicholas Carlini et al.6 citations
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold ↗Amrith Setlur, Saurabh Garg, Xinyang Geng et al.6 citations
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification ↗Tan Lei, Yukang Zhang, Keke Han et al.6 citations
Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving ↗Theodore Tsesmelis, Luca Palmieri, Marina Khoroshiltseva et al.6 citations
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer ↗Ke Xue, Ruotong Chen, Xi Yu Lin et al.6 citations
Relational Concept Bottleneck Models ↗Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna et al.6 citations
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach ↗Chaoxi Niu, Guansong Pang, Chen Ling et al.6 citations
Right this way: Can VLMs Guide Us to See More to Answer Questions? ↗Li Liu, Diji Yang, Sijia Zhong et al.6 citations
Road Network Representation Learning with the Third Law of Geography ↗Haicang Zhou, Weiming Huang, Yile Chen et al.6 citations
Score Distillation via Reparametrized DDIM ↗Artem Lukoianov, Haitz Sáez de Ocáriz Borde, Kristjan H. Greenewald et al.6 citations
Selective Attention: Enhancing Transformer through Principled Context Control ↗Xiangyu Chang, Xiangyu Chang, Mingchen Li et al.6 citations
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation ↗Huizhuo Yuan, Zixiang Chen, Kaixuan Ji et al.6 citations
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization ↗Haoran You, Yipin Guo, Yichao Fu et al.6 citations
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation ↗Zheng Yu, Guangming Wang, Jiuming Liu et al.6 citations
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation ↗Jiajun Wang, Morteza Ghahremani, Yitong Li et al.6 citations
Stochastic Concept Bottleneck Models ↗Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs et al.6 citations
Stopping Bayesian Optimization with Probabilistic Regret Bounds ↗James Wilson6 citations
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation ↗Yuwu Lu, Haoyu Huang, Yuwu Lu6 citations
SurgicAI: A Hierarchical Platform for Fine-Grained Surgical Policy Learning and Benchmarking ↗Jin Zhao Wu, Haoying Zhou, Peter Kazanzides et al.6 citations
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback ↗Jiachen Li, Weixi Feng, Tsu-Jui Fu et al.6 citations
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight ↗Hyun-Kurl Jang, Jihun Kim, Hyeokjun Kweon et al.6 citations
Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains ↗Lei Wang, Jieming Bian, Lei Wang et al.6 citations
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction ↗Haoran Luo, E Haihong, Yuhao Yang et al.6 citations
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains ↗Benjamin Edelman, Nikolaos Tsilivis, Benjamin Edelman et al.6 citations
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models ↗Diego Doimo, Alessandro Serra, Alessio Ansuini et al.6 citations
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices ↗Hong Guang Jia, Young D. Kwon, Alessio Orsino et al.6 citations
Toward Semantic Gaze Target Detection ↗Samy Tafasca, Anshul Gupta, Victor Bros et al.6 citations
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization ↗Xilin He, Jingyu Hu, Qinliang Lin et al.6 citations
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model ↗Mingyang Yi, Aoxue Li, Yi Xin et al.6 citations
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning ↗Lanqing Li, Hai Zhang, Xinyu Zhang et al.6 citations
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration ↗Yiwei Guo, Shaobin Zhuang, Kunchang Li et al.6 citations
Transcendence: Generative Models Can Outperform The Experts That Train Them ↗Edwin Zhang, Vincent Zhu, Naomi Saphra et al.6 citations
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models ↗Aviv Bick, Kevin Li, Eric P. Xing et al.6 citations
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks ↗Benjamin Feuer, Robin Tibor Schirrmeister, Valeriia Cherepanova et al.6 citations
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes ↗Ted Lentsch, Holger Caesar, Dariu M. Gavrila6 citations
Understanding and Improving Training-free Loss-based Diffusion Guidance ↗Yifei Shen, Xinyang Jiang, Yifan Yang et al.6 citations
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE ↗Xun Zhu, Ying Hu, Fanbin Mo et al.6 citations
UniGAD: Unifying Multi-level Graph Anomaly Detection ↗Yiqing Lin, Jianheng Tang, Chenyi Zi et al.6 citations
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs ↗Alexandros Haliassos, Rodrigo Mira, Honglie Chen et al.6 citations
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness ↗Weilin Lin, Li Liu, Shaokui Wei et al.6 citations
Unveiling the Tapestry of Consistency in Large Vision-Language Models ↗Yuan Zhang, Fei Xiao, Tao Huang et al.6 citations
Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs ↗Franziska Heeg, Ingo Scholtes6 citations
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark ↗Yi Xin, Siqi Luo, Xuyang Liu et al.6 citations
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels ↗Yikai Wang, Xinzhou Wang, Zilong Chen et al.6 citations
WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts ↗Jiahuan Cao, Yang Liu, Yongxin Shi et al.6 citations
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks ↗Yilun Zheng, Sitao Luan, Lihui Chen6 citations
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics ↗Neil Ashton, Jordan B. Angel, Aditya S. Ghate et al.6 citations
Wormhole Loss for Partial Shape Matching ↗Amit Bracha, Thomas Dagès, Ron Kimmel6 citations
You Only Cache Once: Decoder-Decoder Architectures for Language Models ↗Yutao Sun, Li Dong, Yi Zhu et al.6 citations
Zero-Shot Tokenizer Transfer ↗Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulić6 citations
A Canonicalization Perspective on Invariant and Equivariant Learning ↗George Ma, Yifei Wang, Derek Lim et al.5 citations
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data ↗Andrej Tschalzev, Sascha Marton, Stefan Lüdtke et al.5 citations
A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning ↗Niki Maria Foteinopoulou, Enjie Ghorbel, Djamila Aouada5 citations
A Walsh Hadamard Derived Linear Vector Symbolic Architecture ↗Mohammad Mahmudul Alam, Alexander Oberle, Edward Raff et al.5 citations
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs ↗Yan Sun, Li Shen, Dacheng Tao5 citations
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties ↗Xiayan Ji, Anton Xue, Eric Wong et al.5 citations
Accelerating Non-Maximum Suppression: A Graph Theory Perspective ↗King-Siong Si, Sun Lu, Weizhan Zhang et al.5 citations
Acoustic Volume Rendering for Neural Impulse Response Fields ↗Zhijun Lan, Chenhao Zheng, Zhiwei Zheng et al.5 citations
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation ↗Dayoung Gong, Suha Kwak, Minsu Cho5 citations
Activation Map Compression through Tensor Decomposition for Deep Learning ↗Le-Trung Nguyen, Aël Quélennec, Enzo Tartaglione et al.5 citations
Active preference learning for ordering items in- and out-of-sample ↗Herman Bergström, Emil Carlsson, Devdatt Dubhashi et al.5 citations
Adaptive Sampling for Efficient Softmax Approximation ↗Tavor Z. Baharav, Ryan Kang, Colin Sullivan et al.5 citations
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks ↗Jin Li, Jian–Fang Hu, Anwei Luo et al.5 citations
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees ↗Qing-Guo Chen, Yibo Wang, Yi-Feng Wu et al.5 citations
Aligning to Thousands of Preferences via System Message Generalization ↗Seongyun Lee, Sue Hyun Park, Seungone Kim et al.5 citations
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation ↗Xu Zhang, Peiyao Guo, Ming Lu et al.5 citations
Amortized Fourier Neural Operators ↗Zipeng Xiao, Siqi Kou, Zhongkai Hao et al.5 citations
An Information Theoretic Perspective on Conformal Prediction ↗Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos et al.5 citations
Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting ↗Yian Wang, Xiaowen Qiu, Jiageng Liu et al.5 citations
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction ↗Renze Chen, Zhuofeng Wang, Beiquan Cao et al.5 citations
Assemblage: Automatic Binary Dataset Construction for Machine Learning ↗Chang Liu, Rebecca Saul, Yihao Sun et al.5 citations
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation ↗Lianyu Pang, Jian Yin, Baoquan Zhao et al.5 citations
AutoPSV: Automated Process-Supervised Verifier ↗Jianqiao Lu, Zhiyang Dou, Hongru Wang et al.5 citations
Automated Multi-level Preference for MLLMs ↗Mengxi Zhang, Wenhao Wu, Yu Lu et al.5 citations
BAN: Detecting Backdoors Activated by Adversarial Neuron Noise ↗Xiaoyun Xu, Zhuoran Liu, Stefanos Koffas et al.5 citations
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models ↗Yuchen Ren, Zhiyuan Chen, Lifeng Qiao et al.5 citations
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning ↗Jianming Pan, Zeqi Ye, Xiao Yang et al.5 citations
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs ↗Zhao Xu, Fan Liu, Hao Liu5 citations
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs ↗Abhimanyu Hans, Yuxin Wen, Neel Jain et al.5 citations
BendVLM: Test-Time Debiasing of Vision-Language Embeddings ↗Walter Gerych, Haoran Zhang, Kimia Hamidieh et al.5 citations

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📰 NeurIPS 2024: all accepted papers

NeurIPS 2024: all accepted papers