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2022–2026 LIVE

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Machine Learning

2025 · 5,286 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2025 · NeurIPS
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
Ye Zhu, Duo Xu, Zhiwei Deng, Jonathan Tan, Olga Russakovsky
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Focused Masking for Autoregressive Embodied Occupancy Prediction
Yuan Sun, Julio Contreras, Jorge Ortiz
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
Xuankai Zhang, Junjin Xiao, Qing Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal Retrieval
Shuang Zhang, Yue Wu, Lei Shi, Yingxue Zhang, Feifei Kou, Huilong Jin, Pengfei Zhang, Meiyu Liang, Mingying Xu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Regret Reduces to Kernelized Static Regret
Andrew Jacobsen, Alessandro Rudi, Francesco Orabona, Nicolò Cesa-Bianchi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking
Xinyu Zhou, Tongxin Pan, Lingyi Hong, Pinxue Guo, HaiJing Guo, Zhaoyu Chen, Kaixun Jiang, Wenqiang Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Shadow Unveils Invisible Semantics for Video Outpainting
Ruilin Li, Hang Yu, Jiayan Qiu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Siamese Expansion Framework for Improving Robustness in Online Continual Learning
Fei Ye, Yulong Zhao, Qihe Liu, Junlin Chen, Adrian G. Bors, Jingling sun, Rongyao Hu, shijie zhou
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant Policy
Inkook Chun, Seungjae Lee, Michael Albergo, Saining Xie, Eric Vanden-Eijnden
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic View Synthesis as an Inverse Problem
Hidir Yesiltepe, Pinar Yanardag
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph Autoencoders
Jiahui Zhang, Wenjie Du, Yang Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
Jiashuo Sun, Xianrui Zhong, Sizhe Zhou, Jiawei Han
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
Kairun Wen, Yuzhihuang, Runyu Chen, Hui Zheng, Yunlong Lin, Panwang Pan, Chenxin Li, Wenyan Cong, Jian Jun Zhang, Junbin Lu, Chenguo Lin, Dilin Wang, Zhicheng Yan, Hongyu Xu, Justin Theiss, Yue Huang, Xinghao Ding, Rakesh Ranjan, Zhiwen Fan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
Andrea Montanari, Pierfrancesco Urbani
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
Steffen Schotthöfer, Lexie Yang, Stefan Schnake
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
Duy-Tung Pham, An Nguyen The, Viet-Hoang Tran, Nhan-Phu Chung, Xin Tong, Tan M. Nguyen, Thieu N. Vo
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamical modeling of nonlinear latent factors in multiscale neural activity with real-time inference
Eray Erturk, Maryam M. Shanechi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamics of Spontaneous Topic Changes in Next Token Prediction with Self-Attention
Mumin Jia, Jairo Diaz-Rodriguez
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization
Frank Röder, Jan Benad, Manfred Eppe, Pradeep Banerjee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
Jiaheng Dong, Hong Jia, Soumyajit Chatterjee, Abhirup Ghosh, James Bailey, Ting Dang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
Wenpu Li, Bangyan Liao, Yi Zhou, QiXu, Pian Wan, Peidong Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
Zhisheng Zhang, Derui Wang, Yifan Mi, Zhiyong Wu, Jie Gao, Yuxin Cao, Kai Ye, Minhui Xue, Jie Hao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
Yunyang Li, Lin Huang, Zhihao Ding, Xinran Wei, Chu Wang, Han Yang, Zun Wang, Chang Liu, Yu Shi, Peiran Jin, Tao Qin, Mark Gerstein, Jia Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EA3D: Online Open-World 3D Object Extraction from Streaming Videos
Xiaoyu Zhou, Jingqi Wang, Yuang Jia, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EAG3R: Event-Augmented 3D Geometry Estimation for Dynamic and Extreme-Lighting Scenes
Xiaoshan Wu, Yifei Yu, Xiaoyang Lyu, Yihua Huang, Bo Wang, Baoheng Zhang, Zhongrui Wang, Xiaojuan Qi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification
Lin Zhang, Wenshuo Dong, Zhuoran Zhang, Shu Yang, Lijie Hu, Ninghao Liu, Pan Zhou, Di Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EAReranker: Efficient Embedding Adequacy Assessment for Retrieval Augmented Generation
Dongyang Zeng, Yaping Liu, Wei Zhang, Shuo Zhang, Xinwang Liu, Binxing Fang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ECO: Evolving Core Knowledge for Efficient Transfer
Fu Feng, Yucheng Xie, Ruixiao Shi, Jianlu Shen, Jingq Wang, Xin Geng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling
Jia-Hua Lee, Bor-Jiun Lin, Wei-Fang Sun, Chun-Yi Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting
Bohao Liao, Wei Zhai, Zengyu Wan, Zhixin Cheng, Wenfei Yang, Yang Cao, Tianzhu Zhang, Zheng-Jun Zha
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EGGS: Exchangeable 2D/3D Gaussian Splatting for Geometry-Appearance Balanced Novel View Synthesis
Yancheng Zhang, Guangyu Sun, Chen Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ELDET: Early-Learning Distillation with Noisy Labels for Object Detection
Dongmin Choi, Sangbin Lee, EungGu Yun, Jonghyuk Baek, Frank C. Park
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals
Jonas Elsborg, Luca Thiede, Alan Aspuru-Guzik, Tejs Vegge, Arghya Bhowmik
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
Hsi-Che Lin, Yu-Chu Yu, Kai-Po Chang, Frank Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators
Armand Kassaï Koupaï, Lise Le Boudec, Louis Serrano, Patrick Gallinari
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EPA: Boosting Event-based Video Frame Interpolation with Perceptually Aligned Learning
Yuhan Liu, LingHui Fu, Zhen Yang, Hao Chen, Youfu Li, Yongjian Deng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ESCA: Contextualizing Embodied Agents via Scene-Graph Generation
Jiani Huang, Amish Sethi, Matthew Kuo, Mayank Keoliya, Neelay Velingker, JungHo Jung, Ser Nam Lim, Ziyang Li, Mayur Naik
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality
Mingzhi Zhu, Ding Shang, Sai Qian Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Gabor Karsai, Abhishek Dubey
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EUGens: Efficient, Unified and General Dense Layers
Sang Min Kim, Byeongchan Kim, Arijit Sehanobish, Somnath Basu Roy Chowdhury, Rahul Kidambi, Dongseok Shim, Kumar Avinava Dubey, Snigdha Chaturvedi, Min-hwan Oh, Krzysztof M Choromanski
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EVODiff: Entropy-aware Variance Optimized Diffusion Inference
Shigui Li, Wei Chen, Delu Zeng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions
Xiaorui Wu, Fei Li, Xiaofeng Mao, Xin Zhang, Li Zheng, Yuxiang Peng, Chong Teng, Donghong Ji, Zhuang Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Each Complexity Deserves a Pruning Policy
Hanshi Wang, Yuhao Xu, Zekun Xu, Jin Gao, Yufan Liu, Weiming Hu, Ke Wang, Zhipeng Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models
Guo Chen, Zhiqi Li, Shihao Wang, Jindong Jiang, Yicheng Liu, Lidong Lu, De-An Huang, Wonmin Byeon, Matthieu Le, Max Ehrlich, Tong Lu, Limin Wang, Bryan Catanzaro, Jan Kautz, Andrew Tao, Zhiding Yu, Guilin Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EasySpec: Layer-Parallel Speculative Decoding for Efficient Multi-GPU Utilization
Yize Wu, KE GAO, Ling Li, Yanjun Wu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EchoShot: Multi-Shot Portrait Video Generation
Jiahao Wang, Hualian Sheng, Sijia Cai, Weizhan Zhang, Caixia Yan, Yachuang Feng, Bing Deng, Jieping Ye
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
Yiheng Du, Aditi Krishnapriyan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Edit Flows: Variable Length Discrete Flow Matching with Sequence-Level Edit Operations
Marton Havasi, Brian Karrer, Itai Gat, Ricky T. Q. Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs
Jinzhe Liu, Junshu Sun, Shufan Shen, Chenxue Yang, Shuhui Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EditInfinity: Image Editing with Binary-Quantized Generative Models
Jiahuan Wang, Yuxin Chen, Jun Yu, Guangming Lu, Wenjie Pei
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Effective Neural Approximations for Geometric Optimization Problems
Samantha Chen, Oren Ciolli, Anastasios Sidiropoulos, Yusu Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Effective Policy Learning for Multi-Agent Online Coordination Beyond Submodular Objectives
Qixin Zhang, Yan Sun, Can Jin, Xikun Zhang, Yao SHU, Puning Zhao, Li Shen, Dacheng Tao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Effects of Dropout on Performance in Long-range Graph Learning Tasks
Jasraj Singh, Keyue Jiang, Brooks Paige, Laura Toni
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient $k$-Sparse Band–Limited Interpolation with Improved Approximation Ratio
Yang Cao, Xiaoyu Li, Zhao Song, Chiwun Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Adaptive Experimentation with Noncompliance
Miruna Oprescu, Brian Cho, Nathan Kallus
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Adaptive Federated Optimization
Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer, Tian Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Algorithms for Robust and Partial Semi-Discrete Optimal Transport
Pankaj Agarwal, Sharath Raghvendra, Pouyan Shirzadian, Keegan Yao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Allocation of Working Memory Resource for Utility Maximization in Humans and Recurrent Neural Networks
Qingqing Yang, Hsin-Hung Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Bayesian Experiment Design with Equivariant Networks
Conor Igoe, Tejus Gupta, Jeff G. Schneider
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Data Selection at Scale via Influence Distillation
Mahdi Nikdan, Vincent Cohen-Addad, Dan Alistarh, Vahab Mirrokni
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Fairness-Performance Pareto Front Computation
Mark Kozdoba, Binyamin Perets, Shie Mannor
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
Shiyuan Zuo, Xingrun Yan, Rongfei Fan, Li Shen, Puning Zhao, Jie Xu, Han Hu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan, Marcin Chochowski, Yashaswi Karnati, Raviraj Joshi, Ameya Mahabaleshwarkar, ZIJIA CHEN, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Kernelized Learning in Polyhedral Games beyond Full Information: From Colonel Blotto to Congestion Games
Andreas Kontogiannis, Vasilis Pollatos, Gabriele Farina, Panayotis Mertikopoulos, Ioannis Panageas
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Knowledge Transfer in Federated Recommendation for Joint Venture Ecosystem
Yichen Li, Yijing Shan, YI LIU, Haozhao Wang, Cheng Wang, wangshi.ww, Yi Wang, Ruixuan Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Large Language Model Inference with Neural Block Linearization
Mete Erdogan, Francesco Tonin, Volkan Cevher
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Last-Iterate Convergence in Solving Extensive-Form Games
Linjian Meng, Tianpei Yang, Youzhi Zhang, Zhenxing Ge, Shangdong Yang, Tianyu Ding, Wenbin Li, Bo An, Yang Gao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Low Rank Attention for Long-Context Inference in Large Language Models
Li Tenghui, Guoxu Zhou, Xuyang Zhao, Yuning Qiu, Qibin Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling
Jinhee Kim, Jae Jun An, Kang Eun Jeon, Jong Hwan Ko
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
Zichen Wen, Shaobo Wang, Yufa Zhou, Junyuan Zhang, Qintong Zhang, Yifeng Gao, Zhaorun Chen, Bin Wang, Weijia Li, Conghui He, Linfeng Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Multimodal Dataset Distillation via Generative Models
Zhenghao Zhao, Haoxuan Wang, Junyi Wu, Yuzhang Shang, Gaowen Liu, Yan Yan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient PAC Learning for Realizable-Statistic Models via Convex Surrogates
Shivani Agarwal
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems
Minchan Jeong, Jongha (Jon) Ryu, Se-Young Yun, Gregory Wornell
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Part-level 3D Object Generation via Dual Volume Packing
Jiaxiang Tang, Ruijie Lu, Max Li, Zekun Hao, Xuan Li, Fangyin Wei, Shuran Song, Gang Zeng, Ming-Yu Liu, Tsung-Yi Lin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
Sourav Ganguly, Kishan Panaganti, Arnob Ghosh, Adam Wierman
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
Guoliang He, Youhe Jiang, Wencong Xiao, Jiang Kaihua, Shuguang Wang, Jun Wang, Du Zixian, Zhuo Jiang, Xinlei Zhang, Binhang Yuan, Eiko Yoneki
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Preference-Based Reinforcement Learning: Randomized Exploration meets Experimental Design
Andreas Schlaginhaufen, Reda Ouhamma, Maryam Kamgarpour
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference
Weizhi Fei, Xueyan Niu, XIE GUOQING, Yingqing Liu, Bo Bai, Wei Han
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Quadratic Corrections for Frank-Wolfe Algorithms
Jannis Halbey, Seta Rakotomandimby, Mathieu Besançon, Sébastien Designolle, Sebastian Pokutta
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient RAW Image Deblurring with Adaptive Frequency Modulation
Wenlong Jiao, Binglong Li, Wei Shang, Ping Wang, Dongwei Ren
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Randomized Experiments Using Foundation Models
Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond Duch, Fanny Yang, Issa Dahabreh
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Rectified Flow for Image Fusion
Zirui Wang, Jiayi Zhang, Tianwei Guan, Yuhan Zhou, Xingyuan Li, Minjing Dong, Jinyuan Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Representativeness-Aware Coreset Selection
Zihao Cheng, Binrui Wu, Zhiwei Li, Yuesen Liao, Su Zhao, Shuai Chen, Yuan Gao, Weizhong Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Safe Meta-Reinforcement Learning: Provable Near-Optimality and Anytime Safety
Siyuan Xu, Minghui Zhu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Spectral Control of Partially Observed Linear Dynamical Systems
Anand Brahmbhatt, Gon Buzaglo, Sofiia Druchyna, Elad Hazan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
Zhengrui Ma, Yang Feng, Chenze Shao, Fandong Meng, Jie Zhou, Min zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Training of Minimal and Maximal Low-Rank Recurrent Neural Networks
Anushri Arora, Jonathan Pillow
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving
Fangzhou Wu, Sandeep Silwal
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery
Shiji Zhou, Tianbai Yu, Zhi Zhang, Heng Chang, Xiao Zhou, Dong Wu, Han Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient Verified Unlearning For Distillation
Yijun Quan, Zushu Li, Giovanni Montana
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy
Nan Li, Yonghui Su, Lianbo Ma
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient and Near-Optimal Algorithm for Contextual Dueling Bandits with Offline Regression Oracles
Aadirupa Saha, Robert E. Schapire
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficient semantic uncertainty quantification in language models via diversity-steered sampling
Ji Won Park, Kyunghyun Cho
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval
Zebin Yang, Sunjian Zheng, Tong Xie, Tianshi Xu, Bo Yu, Fan Wang, Jie Tang, Shaoshan Liu, Meng Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models
Yantai Yang, Yuhao Wang, Zichen Wen, Luo Zhongwei, Chang Zou, Zhipeng Zhang, Chuan Wen, Linfeng Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficiently Escaping Saddle Points under Generalized Smoothness via Self-Bounding Regularity
Daniel Cao, August Chen, Karthik Sridharan, Benjamin Tang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficiently Maintaining the Multilingual Capacity of MCLIP in Downstream Cross-Modal Retrieval Tasks
Fengmao Lyu, Jitong Lei, Guosheng Lin, Desheng ZHENG, Jianyang Zhang, Tianrui Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficiently Scaling LLM Reasoning Programs with Certaindex
Yichao Fu, Junda Chen, Siqi Zhu, Fu, Zhongdongming Dai, Yonghao Zhuang, Yian Ma, Aurick Qiao, Tajana S Rosing, Ion Stoica, Hao Helen Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Efficiently Verifiable Proofs of Data Attribution
Ari Karchmer, Seth Neel, Martin Pawelczyk
Machine Learning
日本大学: 関与なし（対象大学）