NeurIPS 2024: all accepted papers
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- Learning-Augmented Algorithms for the Bahncard Problem ↗Hailiang Zhao, Xueyan Tang, Peng Chen et al.2 citations
- Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals ↗Lisa Bedin, Gabriel Victorino Cardoso, Josselin Duchâteau et al.2 citations
- Linear Causal Representation Learning from Unknown Multi-node Interventions ↗Burak Varıcı, Emre Acartürk, Karthikeyan Shanmugam et al.2 citations
- Linear Transformers are Versatile In-Context Learners ↗Max Vladymyrov, Johannes Von Oswald, Mark Sandler et al.2 citations
- Linking In-context Learning in Transformers to Human Episodic Memory ↗Jian Li, Corey Yishan Zhou, Marcus K. Benna et al.2 citations
- Localized Adaptive Risk Control ↗Matteo Zecchin, Osvaldo Simeone2 citations
- Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning ↗Otmane Sakhi, Imad Aouali, Pierre Alquier et al.2 citations
- LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation ↗Bowen Li, Zhaoyu Li, Qiwei Du et al.2 citations
- Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli ↗Liwei Huang, Zhengyu Ma, Liutao Yu et al.2 citations
- LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate ↗Anthony Fuller, Daniel G. Kyrollos, Yousef Yassin et al.2 citations
- LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes ↗Zefan Qu, Ke Xu, Gerhard Petrus Hancke et al.2 citations
- MAmmoTH2: Scaling Instructions from the WebXiang Yue, Tuney Zheng, Ge Zhang et al.2 citations · our summary
- MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations ↗Ruosen Li, Zimu Wang, Son Tran et al.2 citations
- MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation ↗Hongcheng Wang, Peiqi Liu, Wenzhe Cai et al.2 citations
- MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts ↗Renchunzi Xie, Ambroise Odonnat, Vasilii Feofanov et al.2 citations
- MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging ↗Zhenghao Pan, Haijin Zeng, Jiezhang Cao et al.2 citations
- Masked Pre-training Enables Universal Zero-shot Denoiser ↗Xiaoxiao Ma, Zhixiang Wei, Yi Jin et al.2 citations
- Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods ↗Yihan Zhang, Marco Mondelli2 citations
- Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models ↗Sangwoong Yoon, Himchan Hwang, Dohyun Kwon et al.2 citations
- Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration ↗Haowen Dou, Lujuan Dang, Zhirong Luan et al.2 citations
- Measuring Per-Unit Interpretability at Scale Without Humans ↗R. Zimmermann, David Alexander Klindt, Wieland Brendel2 citations
- Mechanism design augmented with output advice ↗George Christodoulou, Alkmini Sgouritsa, IOANNIS K. VLACHOS2 citations
- Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length ↗Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong et al.2 citations
- Memorize What Matters: Emergent Scene Decomposition from Multitraverse ↗Yiming Li, Zehong Wang, Yue Wang et al.2 citations
- Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control ↗Seongwoong Cho, Donggyun Kim, Jinwoo Lee et al.2 citations
- Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator ↗Siyuan Xu, Minghui Zhu2 citations
- MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map ↗Yuhong Chou, Man Yao, Kexin Wang et al.2 citations
- MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence ↗Ionuț-Vlad Modoranu, Mher Safaryan, Grigory Malinovsky et al.2 citations
- Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning ↗Zhishuai Liu, Pan Xu2 citations
- Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration ↗Kezheng Xiong, Haoen Xiang, Qingshan Xu et al.2 citations
- Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks ↗Abhipsa Basu, Saswat Mallick, R. Babu2 citations
- Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction ↗Seokin Seo, Byung-Jun Lee, Jong‐Min Lee et al.2 citations
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy ↗Cameron Allen, Aaron Kirtland, Ruo Yu Tao et al.2 citations
- MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures ↗Jinjie Ni, Fuzhao Xue, Xiang Yue et al.2 citations
- Mixture of neural fields for heterogeneous reconstruction in cryo-EM ↗Axel Levy, Rishwanth Raghu, David Shustin et al.2 citations
- MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts ↗Jie Zhu, Yixiong Chen, Mingyu Ding et al.2 citations
- Model Fusion through Bayesian Optimization in Language Model Fine-Tuning ↗Chaeyun Jang, Hyungi Lee, Jungtaek Kim et al.2 citations
- MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity ↗Lynn Le, Paolo Papale, Katja Seeliger et al.2 citations
- Most Influential Subset Selection: Challenges, Promises, and Beyond ↗Pingbang Hu, Pingbang Hu, Han Zhao et al.2 citations
- Motif-oriented influence maximization for viral marketing in large-scale social networks ↗Mingyang Zhou, Weiji Cao, Hao Liao et al.2 citations
- Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation ↗Yuanhao Zhai, Linjie Li, Zhengyuan Yang et al.2 citations
- Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention ↗Haomeng Zhang, Chiao-An Yang, Raymond A. Yeh2 citations
- Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs ↗Xinyi Hu, Jasper Lee, Jimmy H. M. Lee et al.2 citations
- Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images ↗Dong-Hwan Kim, Tae-Kyun Kim2 citations
- Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree ↗Chengwei Ren, Yifan Feng, Weixiang Zhang et al.2 citations
- Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis ↗Kai Hu, Ye Xiao, Yuan Zhang et al.2 citations
- MultiOrg: A Multi-rater Organoid-detection Dataset ↗Christina Bukas, Harshavardhan Subramanian, Fenja See et al.2 citations
- Multivariate Probabilistic Time Series Forecasting with Correlated Errors ↗Vincent Zhihao Zheng, Lijun Sun2 citations
- Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations ↗David Schneider, Simon Reiß, Marco Kugler et al.2 citations
- MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering ↗Yizhen Luo, Zikun Nie, Massimo Hong et al.2 citations
- Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits ↗Haya Diwan, Jinrui Gou, Cameron Musco et al.2 citations
- Nearest Neighbor Speculative Decoding for LLM Generation and Attribution ↗Minghan Li, Xilun Chen, Ari Holtzman et al.2 citations
- Nearly Tight Black-Box Auditing of Differentially Private Machine Learning ↗Meenatchi Sundaram Muthu Selva Annamalai, Emiliano De Cristofaro2 citations
- Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization ↗Zhikang Chen, Min Zhang, Sen Cui et al.2 citations
- Neural P³M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs ↗Yusong Wang, Pheng‐Ann Heng, Shaoning Li et al.2 citations
- NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design ↗Ruizhi Liu, Zhisheng Zeng, Shizhe Ding et al.2 citations
- NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes ↗Ziquan Wei, Tingting Dan, Jiaqi Ding et al.2 citations
- No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation ↗Per Kristian Lehre, Shishen Lin2 citations
- Noise-Aware Differentially Private Regression via Meta-Learning ↗Ossi Räisä, Stratis Markou, Matthew Ashman et al.2 citations
- Non-Euclidean Mixture Model for Social Network Embedding ↗Roshni G. Iyer, Yewen Wang, Wei Wang et al.2 citations
- Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation ↗Sobihan Surendran, Adeline Fermanian, Antoine Godichon‐Baggioni et al.2 citations
- Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search ↗Qiujiang Jin, Ruichen Jiang, Aryan Mokhtari2 citations
- Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features ↗Benyuan Meng, Qianqian Xu, Zitai Wang et al.2 citations
- NovoBench: Benchmarking Deep Learning-based De Novo Sequencing Methods in Proteomics ↗Jingbo Zhou, Shaorong Chen, Jun Xia et al.2 citations
- OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning ↗Yihang Yao, Zhepeng Cen, Wenhao Ding et al.2 citations
- ODRL: A Benchmark for Off-Dynamics Reinforcement Learning ↗Jiafei Lyu, Kang Xu, Zongqing Lu et al.2 citations
- Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli ↗Matthias Tangemann, Matthias Kümmerer, Matthias Bethge2 citations
- Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation ↗Yihong Guo, Yixuan Wang, Yuanyuan Shi et al.2 citations
- Oja's Algorithm for Streaming Sparse PCA ↗Syamantak Kumar, Purnamrita Sarkar2 citations
- On Weak Regret Analysis for Dueling Bandits ↗El Mehdi Saad, Alexandra Carpentier, Tomáš Kocák et al.2 citations
- On provable privacy vulnerabilities of graph representations ↗Ruofan Wu, Guanhua Fang, Mingyang Zhang et al.2 citations
- On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory ↗Guhan Chen, Yicheng Li, Qian Lin2 citations
- On the Noise Robustness of In-Context Learning for Text Generation ↗Hongfu Gao, Feipeng Zhang, Wenyu Jiang et al.2 citations
- Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge ↗Fang Dong, Yixuan Chen, Jixian Zhou et al.2 citations
- One-Shot Safety Alignment for Large Language Models via Optimal Dualization ↗Xinmeng Huang, Shuo Li, Edgar Dobriban et al.2 citations
- One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation ↗Kai Hu, Jinhao Li, Yuan Zhang et al.2 citations
- Online Adaptation of Language Models with a Memory of Amortized Contexts ↗Jihoon Tack, Jaehyung Kim, Eric Mitchell et al.2 citations
- Online Classification with Predictions ↗Vinod Raman, Ambuj Tewari2 citations
- OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset ↗Allen Roush, Yusuf Shabazz, Arvind Balaji et al.2 citations
- Opponent Modeling with In-context Search ↗Yuheng Jing, Bingyun Liu, Kai Li et al.2 citations
- Optimal Multi-Fidelity Best-Arm Identification ↗Riccardo Poiani, Rémy Degenne, Emilie Kaufmann et al.2 citations
- Optimal Scalarizations for Sublinear Hypervolume Regret ↗Qiuyi Zhang2 citations
- Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling ↗Mahdi Karami, Ali Ghodsi2 citations
- Out-Of-Distribution Detection with Diversification (Provably) ↗Haiyun Yao, Zongbo Han, Qinghua Hu et al.2 citations
- Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms ↗Alex Elenter, Spyros Angelopoulos, Christoph Dürr et al.2 citations
- Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality ↗Marko Medvedev, Gal Vardi, Nathan Srebro2 citations
- PAC-Bayes-Chernoff bounds for unbounded losses ↗Ioar Casado, Luis Ortega, Aritz Pérez et al.2 citations
- PaCE: Parsimonious Concept Engineering for Large Language Models ↗Jinqi Luo, Tianjiao Ding, Kwan Ho Ryan Chan et al.2 citations
- PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher ↗Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao et al.2 citations
- Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation ↗Heeseung Kim, Soonshin Seo, Kyeongseok Jeong et al.2 citations
- ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping ↗Mingzhen Huang, Jialing Cai, Shan Jia et al.2 citations
- Parameter-Inverted Image Pyramid Networks ↗Xizhou Zhu, Xue Yang, Zhaokai Wang et al.2 citations
- Parseval Regularization for Continual Reinforcement Learning ↗Wesley Chung, Lynn Cherif, David Meger et al.2 citations
- PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models ↗Lemei Zhang, Peng Liu, Marcus Tiedemann Oekland Henriksboe et al.2 citations
- Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction ↗Liang Wang, Qiang Liu, Shaozhen Liu et al.2 citations
- Practical Bayesian Algorithm Execution via Posterior Sampling ↗Chu Cheng, Raul Astudillo, Thomas Desautels et al.2 citations
- Precipitation Downscaling with Spatiotemporal Video Diffusion ↗Prakhar Kumar Srivastava, Ruihan Yang, Gavin Kerrigan et al.2 citations
- Prediction-Powered Ranking of Large Language Models ↗Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi et al.2 citations
- Predictive Attractor Models ↗Ramy Mounir, Sudeep Sarkar2 citations
- Preference Alignment with Flow Matching ↗Minu Kim, Yongsik Lee, Sehyeok Kang et al.2 citations
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