NeurIPS 2024: all accepted papers

4,494 papers · page 17 of 45 · the most cited first · ← NeurIPS 2024

Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation ↗Jiaxin Cheng, Zixu Zhao, Tong He et al.4 citations
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference ↗Jiabao Ji, Yujian Liu, Yang Zhang et al.4 citations
Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning ↗Abdulkadir Çelikkanat, Andrés R. Masegosa, Thomas D. Nielsen4 citations
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective ↗Yujie Mo, Zhihe Lu, Runpeng Yu et al.4 citations
Risk-Averse Fine-tuning of Large Language Models ↗Sapana Chaudhary, Ujwal Dinesha, Dileep M. Kalathil et al.4 citations
Robust Gaussian Processes via Relevance Pursuit ↗Sebastian Ament, Elizabeth Santorella, David Eriksson et al.4 citations
Robust Graph Neural Networks via Unbiased Aggregation ↗Zhichao Hou, Ruiqi Feng, Tyler Derr et al.4 citations
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation ↗Xiaowen Ma, Zhenliang Ni, Xinghao Chen4 citations
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification ↗Yanxin Yang, Chentao Jia, Dengke Yan et al.4 citations
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning ↗Lijun Zhang, Jiye Liang, Wei Wei et al.4 citations
Scalable DP-SGD: Shuffling vs. Poisson Subsampling ↗Lynn Chua, Badih Ghazi, Pritish Kamath et al.4 citations
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets ↗Wolfgang Boettcher, Lukas Hoyer, Ozan Unal et al.4 citations
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations ↗Shivam Grover, Amin Jalali, Ali Etemad4 citations
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection ↗Geng Yu, Jianing Zhu, Jiangchao Yao et al.4 citations
Self-Calibrating Conformal Prediction ↗Lars W. P. van der Laan, Ahmed M. Alaa4 citations
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models ↗Yuchen Hu, Pin‐Yu Chen, Chao-Han Yang et al.4 citations
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling ↗Quanwei Yang, Jiazhi Guan, Kaisiyuan Wang et al.4 citations
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire ↗Yanzhi Li, Keqiu Li, Guohui Li et al.4 citations
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention ↗Susung Hong4 citations
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network ↗Weiyu Guo, Ying Qiu Sun, Ying Sun et al.4 citations
SpaceByte: Towards Deleting Tokenization from Large Language Modeling ↗Kevin Slagle4 citations
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors ↗Chenyang Ma, Kai Lü, Ta-Ying Cheng et al.4 citations
Spectral Editing of Activations for Large Language Model Alignment ↗Yifu Qiu, Zheng Zhao, Yftah Ziser et al.4 citations
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation ↗Zeyao Ma, Bohan Zhang, Jie Tang et al.4 citations
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics ↗Xiaodan Chen, Xiucheng Li, Xinyang Chen et al.4 citations
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models ↗Matthew Zheng, Enis Simsar, Hidir Yesiltepe et al.4 citations
SuperDeepFool: a new fast and accurate minimal adversarial attack ↗Alireza Abdollahpoorrostam, Mahed Abroshan, Seyed-Mohsen Moosavi-Dezfooli4 citations
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning ↗Hui Chen, Yanbin Liu, Yongqiang Ma et al.4 citations
Taming the Long Tail in Human Mobility Prediction ↗Xiaohang Xu, Renhe Jiang, Chuang Yang et al.4 citations
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems ↗Kurt Butler, Daniel Waxman, Petar M. Djurić4 citations
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection ↗Qingyang Zhang, Qi Feng, Joey Tianyi Zhou et al.4 citations
The Expressive Capacity of State Space Models: A Formal Language Perspective ↗Yash Sarrof, Yana Veitsman, Michael Hahn4 citations
The Intelligible and Effective Graph Neural Additive Network ↗Maya Bechler-Speicher, Amir Globerson, Ran Gilad-Bachrach4 citations
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? ↗Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang et al.4 citations
Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model ↗Sai Wang, Yutian Lin, Yu Wu et al.4 citations
Towards Dynamic Message Passing on Graphs ↗Junshu Sun, Chenxue Yang, Xiangyang Ji et al.4 citations
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox ↗Haohui Wang, Weijie Guan, Jianpeng Chen et al.4 citations
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection ↗Sangyun Shin, Yuhang He, Madhu Babu Vankadari et al.4 citations
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection ↗MyeongAh Cho, Taeoh Kim, Minho Shim et al.4 citations
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs ↗Ching-An Cheng, Allen Nie, Adith Swaminathan4 citations
Training Compute-Optimal Protein Language Models ↗Bo Chen, Bo Chen, Pan Li et al.4 citations
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks ↗Pengfei Yao, Yinglong Zhu, Huikun Bi et al.4 citations
Trajectory Diffusion for ObjectGoal Navigation ↗Xin‐Yao Yu, Sixian Zhang, Xinhang Song et al.4 citations
Transformers need glasses! Information over-squashing in language tasks ↗Federico Barbero, Andrea Banino, Steven Kapturowski et al.4 citations
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization ↗Chengtao Jian, Kai Yang, Yang Jiao4 citations
UDPM: Upsampling Diffusion Probabilistic Models ↗Shady Abu-Hussein, Raja Giryes4 citations
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks ↗Jingjing Ren, Wenbo Li, Haoyu Chen et al.4 citations
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs ↗Zhiyuan Hu, Chumin Liu, Xidong Feng et al.4 citations
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions ↗Rui Yang, Jie Wang, Guoping Wu et al.4 citations
Uncovering Safety Risks of Large Language Models through Concept Activation Vector ↗Zhihao Xu, Ruixuan Huang, Changyu Chen et al.4 citations
Understanding Transformers via N-Gram Statistics ↗Timothy V Nguyen4 citations
Understanding Visual Feature Reliance through the Lens of Complexity ↗Thomas Fel, Louis Béthune, Andrew K. Lampinen et al.4 citations
Understanding the Gains from Repeated Self-Distillation ↗Divyansh Pareek, Sewoong Oh, Sewoong Oh4 citations
Understanding the Role of Equivariance in Self-supervised Learning ↗Yisen Wang, Kaiwen Hu, Sharut Gupta et al.4 citations
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation ↗Hanzhang Zhou, Zijian Feng, Zixiao Zhu et al.4 citations
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior ↗Yao Wu, Mingwei Xing, Yachao Zhang et al.4 citations
Unity by Diversity: Improved Representation Learning for Multimodal VAEs ↗Thomas M. Sutter, Yang Meng, Andrea Agostini et al.4 citations
Universal Exact Compression of Differentially Private Mechanisms ↗Yanxiao Liu, Weining Chen, Ayfer Özgür et al.4 citations
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark ↗Han Huang, Haitian Zhong, Tao Yu et al.4 citations
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack ↗Sihao Hu, Sihao Hu, Ling Liu4 citations
Variational Distillation of Diffusion Policies into Mixture of Experts ↗Hongyi Zhou, Denis Blessing, Ge Li et al.4 citations
Variational Flow Matching for Graph Generation ↗Floor Eijkelboom, Grigory Bartosh, Christian A. Naesseth et al.4 citations
Verified Safe Reinforcement Learning for Neural Network Dynamic Models ↗Junlin Wu, Huan Zhang, Yevgeniy Vorobeychik4 citations
VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation ↗Youpeng Wen, Junfan Lin, Yi Zhu et al.4 citations
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models ↗Giannis Daras, Weili Nie, Karsten Kreis et al.4 citations
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration ↗Libo Qin, Qiguang Chen, Hao Fei et al.4 citations
What Makes Partial-Label Learning Algorithms Effective? ↗Jiaqi Lv, Yangfan Liu, Shiyu Xia et al.4 citations
Why Go Full? Elevating Federated Learning Through Partial Network Updates ↗Haolin Wang, Xuefeng Liu, Jianwei Niu et al.4 citations
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia ↗Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano et al.4 citations
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction ↗Yehe Liu, Alexander Krull, Hector R. A. Basevi et al.4 citations
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography ↗Viswanath Sivakumar, Jeffrey Seely, Alan Du et al.4 citations
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection ↗Mingsheng Li, Jiakang Yuan, Xin Chen et al.3 citations
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs ↗Minjie Wang, Quan Gan, David Wipf et al.3 citations
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization ↗Chieh-Yun Chen, Chiang Tseng, Li-Wu Tsao et al.3 citations
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models ↗Hamidreza Kamkari, Brendan Ross, Rasa Hosseinzadeh et al.3 citations
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention ↗Hugo Cui, Freya Behrens, Florent Krząkała et al.3 citations
A Practitioner's Guide to Real-World Continual Multimodal Pretraining ↗Vishaal Udandarao, Karsten Roth, Sebastian Dziadzio et al.3 citations
A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models ↗Hirofumi Tsuruta, Hiroyuki Yamazaki, Ryota Maeda et al.3 citations
A Simple yet Universal Framework for Depth Completion ↗Jin-Hwi Park, Hae-Gon Jeon3 citations
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training ↗Jie Ji, Gen Li, Jingjing Fu et al.3 citations
A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning ↗Arthur Juliani, Jordan T. Ash3 citations
A Taxonomy of Challenges to Curating Fair Datasets ↗Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre et al.3 citations
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis ↗Yue Yang, Mona Gandhi, Yufei Wang et al.3 citations
A Theoretical Perspective for Speculative Decoding Algorithm ↗Ming Yin, Minshuo Chen, Kaixuan Huang et al.3 citations
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models ↗Julien Pourcel, Cédric Colas, Gaia Molinaro et al.3 citations
AFBench: A Large-scale Benchmark for Airfoil Design ↗Jian Liu, Jian Liu, Hairun Xie et al.3 citations
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback ↗Jian Guan, Wei Wu, Zujie Wen et al.3 citations
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification ↗Yunshi Wen, Tengfei Ma, Tsui-Wei Weng et al.3 citations
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling ↗Yiran Zhao, Wenyue Zheng, Tianle Cai et al.3 citations
Active Perception for Grasp Detection via Neural Graspness Field ↗Haoxiang Ma, Modi Shi, Boyang Gao et al.3 citations
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference ↗Sam Griesemer, Defu Cao, Zijun Cui et al.3 citations
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps ↗Benjamin Ellis, Matthew Jackson, Andrei Lupu et al.3 citations
Adaptable Logical Control for Large Language Models ↗Honghua Zhang, Po-Nien Kung, Masahiro Yoshida et al.3 citations
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models ↗Gen Li, Yuling Yan3 citations
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment ↗Wei Li, Lujun Li, Mark Lee et al.3 citations
Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning ↗Jeonghye Kim, Suyoung Lee, Woojun Kim et al.3 citations
Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation ↗Yanghao Xiao, Haoxuan Li, Yongqiang Tang et al.3 citations
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation ↗Eyal Michaeli, Ohad Fried3 citations
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP ↗Chen Huang, Skyler Seto, Samira Abnar et al.3 citations
Alias-Free Mamba Neural Operator ↗Jianwei Zheng, Wei Li, Ni Xu et al.3 citations

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📰 NeurIPS 2024: all accepted papers

NeurIPS 2024: all accepted papers