NeurIPS

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
Radial Attention: $\mathcal{O}(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation
XINGYANG LI, Muyang Li, Tianle Cai, Haocheng Xi, Shuo Yang, Yujun Lin, Lvmin Zhang, Songlin Yang, Jinbo Hu, Kelly Peng, Maneesh Agrawala, Ion Stoica, Kurt Keutzer, Song Han
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Observation Delays
Songchen Fu, Siang Chen, Shaojing Zhao, Letian Bai, Hong Liang, Ta Li, Yonghong Yan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Random Forest Autoencoders for Guided Representation Learning
Adrien Aumon, Shuang Ni, Myriam Lizotte, Guy Wolf, Kevin J. Moon, Jake Rhodes
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Random Search Neural Networks for Efficient and Expressive Graph Learning
Michael Ito, Danai Koutra, Jenna Wiens
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2
Joel Valdivia Ortega, Lorenz Lamm, Franziska Eckardt, Benedikt Schworm, Marion Jasnin, Tingying Peng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Rank Correlation between Labels
Zhiqiang Kou, Yucheng Xie, Hailin Wang, Junyang Chen, Jingq Wang, Ming-Kun Xie, Shuo Chen, Yuheng Jia, Tongliang Liu, Xin Geng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment Approximation
Zixun Wang, Ben Dai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
Yi-Lun Wu, Bo-Kai Ruan, Chiang Tseng, Hong-Han Shuai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion
Vinh Tong, Trung-Dung Hoang, Anji Liu, Guy Van den Broeck, Mathias Niepert
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rao-Blackwellised Reparameterisation Gradients
Kevin H. Lam, Thang Bui, George Deligiannidis, Yee Whye Teh
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rare Text Semantics Were Always There in Your Diffusion Transformer
seil kang, Woojung Han, Dayun Ju, Seong Jae Hwang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
Hanlin Wu, Yuxuan Song, Zhe Zhang, Zhilong Zhang, Hao Zhou, Wei-Ying Ma, Jingjing Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Ravan: Multi-Head Low-Rank Adaptation for Federated Fine-Tuning
Arian Raje, Baris Askin, Divyansh Jhunjhunwala, Gauri Joshi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
Zhenjie Yang, Xiaosong Jia, Qifeng Li, Xue Yang, Maoqing Yao, Junchi Yan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RayFusion: Ray Fusion Enhanced Collaborative Visual Perception
Shaohong Wang, Lu Bin, Xinyu Xiao, Hanzhi Zhong, Bowen Pang, Tong Wang, Zhiyu Xiang, Hangguan Shan, Eryun Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object Completion
Bardienus Duisterhof, Jan Oberst, Bowen Wen, Stan Birchfield, Deva Ramanan, Jeffrey Ichnowski
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Re-coding for Uncertainties: Edge-awareness Semantic Concordance for Resilient Event-RGB Segmentation
Nan Bao, Yifan Zhao, Lin Zhu, Jia Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
Ruichen Chen, Keith Mills, Liyao Jiang, Chao Gao, Di Niu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
Yiyang Zhou, Yangfan He, Yaofeng Su, Siwei Han, Joel Jang, Gedas Bertasius, Mohit Bansal, Huaxiu Yao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
Zhenyu Zhang, Tianyi Chen, Weiran Xu, Alex Pentland, Jiaxin Pei
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReCon-GS: Continuum-Preserved Gaussian Streaming for Fast and Compact Reconstruction of Dynamic Scenes
Jiaye Fu, Qiankun Gao, Chengxiang Wen, Yanmin Wu, Siwei Ma, Jiaqi Zhang, Jian Jun Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection
Haowei Zhu, Tianxiang Pan, Rui Qin, Jun-Hai Yong, Bin Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReDi: Rectified Discrete Flow
Jaehoon Yoo, Wonjung Kim, Seunghoon Hong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReDit: Reward Dithering for Improved LLM Policy Optimization
Chenxing Wei, Jiarui Yu, Ying He, Hande Dong, Yao SHU, Fei Richard Yu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model
Jialong Zuo, Yongtai Deng, Mengdan Tan, Rui Jin, Dongyue Wu, Nong Sang, Liang Pan, Changxin Gao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
Ziyu Wan, Yunxiang Li, Xiaoyu Wen, Yan Song, Hanjing Wang, Linyi Yang, Mark Schmidt, Jun Wang, Weinan Zhang, Shuyue Hu, Ying Wen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
Yikuan Hu, Jifeng Zhu, Lanrui Tang, Chen Huang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models
Yeongtak Oh, Dohyun Chung, Juhyeon Shin, Sangha Park, Johan Barthelemy, Jisoo Mok, Sungroh Yoon
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RePO: Understanding Preference Learning Through ReLU-Based Optimization
Junkang Wu, Kexin Huang, xue wang, Jinyang Gao, Bolin Ding, Jiancan Wu, Xiangnan He, Xiang Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
Mingyang Chen, Linzhuang Sun, Tianpeng Li, Haoze Sun, ZhouYijie, Chenzheng Zhu, Haofen Wang, Jeff Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, weipeng chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReSim: Reliable World Simulation for Autonomous Driving
Jiazhi Yang, Kashyap Chitta, Shenyuan Gao, Long Chen, Yuqian Shao, Xiaosong Jia, Hongyang Li, Andreas Geiger, Xiangyu Yue, Li Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reaction Prediction via Interaction Modeling of Symmetric Difference Shingle Sets
Runhan Shi, Letian Chen, Gufeng Yu, Yang Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reading Recognition in the Wild
Charig Yang, Samiul Alam, Shakhrul Iman Siam, Michael Proulx, Lambert Mathias, Kiran Somasundaram, Luis Pesqueira, James Fort, Sheroze Sheriffdeen, Omkar Parkhi, Yuheng Ren, Mi Zhang, Yuning Chai, Richard Newcombe, Hyo Jin Kim
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Real-DRL: Teach and Learn at Runtime
Yanbing Mao, Yihao Cai, Lui Sha
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Real-Time Execution of Action Chunking Flow Policies
Kevin Black, Manuel Galliker, Sergey Levine
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Real-Time Scene-Adaptive Tone Mapping for High-Dynamic Range Object Detection
Gongzhe Li, Linwei Qiu, Peibei Cao, Fengying Xie, Xiangyang Ji, Qilin Sun
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
Fuyang Liu, Jiaqi Xu, Xiaowei Hu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Real-World Reinforcement Learning of Active Perception Behaviors
Edward Hu, Jie Wang, Xingfang Yuan, Fiona Luo, Muyao Li, Gaspard Lambrechts, Oleh Rybkin, Dinesh Jayaraman
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models
Huajie Tan, Yuheng Ji, Xiaoshuai Hao, Xiansheng Chen, Pengwei Wang, Zhongyuan Wang, Shanghang Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
Jiaru Zou, Ling Yang, Jingwen Gu, Jiahao Qiu, Ke Shen, Jingrui He, Mengdi Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation
Changshuo Wang, Shuting He, Xiang Fang, Zhijian Hu, JIA-HONG HUANG, Yixian Shen, Prayag Tiwari
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Is Not a Race: When Stopping Early Beats Going Deeper
Mohan Zhang, Jiaxuan Gao, Shusheng Xu, YI WU
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Models Better Express Their Confidence
Dongkeun Yoon, Seungone Kim, Sohee Yang, Sunkyoung Kim, Soyeon Kim, Yongil Kim, Eunbi Choi, Yireun Kim, Minjoon Seo
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models
Junyi Li, Hwee Tou Ng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Models Sometimes Output Illegible Chains of Thought
Arun Jose
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
Jiwon Song, Dongwon Jo, Yulhwa Kim, jae-joon kim
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning Planning for Language Models
Ngoc Bao Nguyen, Trung Hieu Nguyen, Ruifeng She, Xiaojin Fu, Viet Anh Nguyen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning as an Adaptive Defense for Safety
Taeyoun Kim, Fahim Tajwar, Aditi Raghunathan, Aviral Kumar
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
Hanlin Zhu, Shibo Hao, Zhiting Hu, Jiantao Jiao, Stuart J Russell, Yuandong Tian
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reasoning is Periodicity? Improving Large Language Models Through Effective Periodicity Modeling
Yihong Dong, Ge Li, Xue Jiang, Yongding Tao, Kechi Zhang, Lecheng Wang, Hao Zhu, Huanyu Liu, jiazheng ding, Jia Li, Jinliang Deng, Hong Mei
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval
Jian Xiao, Zijie Song, Jialong Hu, Hao Cheng, Zhenzhen Hu, Jia Li, Richang Hong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rebalancing Return Coverage for Conditional Sequence Modeling in Offline Reinforcement Learning
Wensong Bai, Chufan Chen, Yichao Fu, Qihang Xu, zhang chao, Hui Qian
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
Ling Li, Yao Zhou, Yuxuan Liang, Fugee Tsung, Jiaheng Wei
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reconciling Geospatial Prediction and Retrieval via Sparse Representations
YI LI, CHEN YUANLONG, Weiming Huang, Xiaoli Li, Gao Cong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reconstruct, Inpaint, Test-Time Finetune: Dynamic Novel-view Synthesis from Monocular Videos
Kaihua Chen, Tarasha Khurana, Deva Ramanan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery
Shayan Shekarforoush, David B. Lindell, Marcus A Brubaker, David J Fleet
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reconstruction and Secrecy under Approximate Distance Queries
Shay Moran, Elizaveta Nesterova
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rectified CFG++ for Flow Based Models
Shreshth Saini, Shashank Gupta, Alan Bovik
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rectified Point Flow: Generic Point Cloud Pose Estimation
Tao Sun, Liyuan Zhu, Shengyu Huang, Shuran Song, Iro Armeni
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rectifying Shortcut Behaviors in Preference-based Reward Learning
Wenqian Ye, Guangtao Zheng, Aidong Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation
Chenyang Jiang, Hang Zhao, Xinyu Zhang, Zhengcen Li, Qiben Shan, Shaocong Wu, Jingyong Su
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Recurrent Attention-based Token Selection for Efficient Streaming Video-LLMs
Evangelos Dorovatas, Soroush Seifi, Gunshi Gupta, Rahaf Aljundi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Recurrent Memory for Online Interdomain Gaussian Processes
Wenlong Chen, Naoki Kiyohara, Harrison Zhu, Jacob Curran-Sebastian, Samir Bhatt, Yingzhen Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Recurrent Self-Attention Dynamics: An Energy-Agnostic Perspective from Jacobians
Akiyoshi Tomihari, Ryo Karakida
Machine Learning
日本大学: 東京大学
2025 · NeurIPS
Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems
Ibrahim Alabdulmohsin, Xiaohua Zhai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Recursive Transformer: Boosting Reasoning Ability with State Stack
Kechi Zhang, Ge Li, Huangzhao Zhang, Yihong Dong, Jia Li, Jingjing Xu, Zhi Jin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
Yichuan Cao, Yibo Miao, Xiao-Shan Gao, Yinpeng Dong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Redefining Experts: Interpretable Decomposition of Language Models for Toxicity Mitigation
Zuhair Hasan Shaik, Abdullah Mazhar, Aseem Srivastava, Md Shad Akhtar
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reducing the Probability of Undesirable Outputs in Language Models Using Probabilistic Inference
Stephen Zhao, Aidan Li, Rob Brekelmans, Roger Baker Grosse
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reduction-based Pseudo-label Generation for Instance-dependent Partial Label Learning
Congyu Qiao, Ning Xu, Yihao Hu, Xin Geng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Redundancy-Aware Test-Time Graph Out-of-Distribution Detection
Yue Hou, He Zhu, Ruomei Liu, Yingke Su, Junran Wu, Ke Xu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models
Yilang Zhang, Bingcong Li, Georgios B. Giannakis
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Refinement Methods for Distributed Distribution Estimation under $\ell^p$-Losses
Deheng Yuan, Tao Guo, Zhongyi Huang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Refining Norms: A Post-hoc Framework for OOD Detection in Graph Neural Networks
Jiawei Gu, Ziyue Qiao, Zechao Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
Zhemeng Dong, Junjun Jiang, Youyu Chen, Jiaxin Zhang, Kui Jiang, Xianming Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Refusal Direction is Universal Across Safety-Aligned Languages
Xinpeng Wang, Mingyang Wang, Yihong Liu, Hinrich Schuetze, Barbara Plank
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regional Explanations: Bridging Local and Global Variable Importance
Salim I. Amoukou, Nicolas Brunel
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Register and [CLS] tokens induce a decoupling of local and global features in large ViTs
Alexander Lappe, Martin A. Giese
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
Yuyang Yu, Zhengwei Chen, Xuemiao Xu, Lei Zhang, Haoxin Yang, Yongwei Nie, Shengfeng He
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regression Trees Know Calculus
Nathan Wycoff
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
R. Teal Witter, Yurong Liu, Christopher Musco
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach
Swetha Ganesh, Vaneet Aggarwal
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback
Orin Levy, Liad Erez, Alon Peled-Cohen, Yishay Mansour
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regret Lower Bounds for Decentralized Multi-Agent Stochastic Shortest Path Problems
Utkarsh Chavan, Prashant Trivedi, Nandyala Hemachandra
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
Haochen Zhang, Zhong Zheng, Lingzhou Xue
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Regularized least squares learning with heavy-tailed noise is minimax optimal
Mattes Mollenhauer, Nicole Muecke, Dimitri Meunier, Arthur Gretton
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
Tonghe Zhang, Chao Yu, Sichang Su, Yu Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
Yicong Chen, Jiahua Rao, Jiancong Xie, Dahao Xu, Zhen Wang, Yuedong Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforced Context Order Recovery for Adaptive Reasoning and Planning
Long Ma, Fangwei Zhong, Yizhou Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
Sagnik Mukherjee, Lifan Yuan, Dilek Hakkani-Tur, Hao Peng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
Yifu Luo, Xinhao Hu, Keyu Fan, Haoyuan Sun, Zeyu Chen, Bo Xia, Tiantian Zhang, Yongzhe Chang, Xueqian Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning Teachers of Test Time Scaling
Edoardo Cetin, Tianyu Zhao, Yujin Tang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
Hanyin Wang, Zhenbang Wu, Gururaj Kolar, Hariprasad Korsapati, Brian Bartlett, Bryan Hull, Jimeng Sun
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Yiping Wang, Qing Yang, Zhiyuan Zeng, Liliang Ren, Liyuan Liu, Baolin Peng, Hao Cheng, Xuehai He, Kuan Wang, Jianfeng Gao, Weizhu Chen, Shuohang Wang, Simon S Du, yelong shen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning with Action Chunking
Qiyang Li, Zhiyuan (Paul) Zhou, Sergey Levine
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning with Backtracking Feedback
Bilgehan Sel, Vaishakh Keshava, Phillip Wallis, Lukas Rutishauser, Ming Jin, Dingcheng Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach
Chenbei Lu, Zaiwei Chen, Tongxin Li, Chenye Wu, Adam Wierman
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcement learning for one-shot DAG scheduling with comparability identification and dense reward
Xumai Qi, Dongdong Zhang, Taotao Liu, Hongcheng Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing
Junfei Wu, Jian Guan, Kaituo Feng, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
Zemin Huang, Zhiyang Chen, Zijun Wang, Tiancheng Li, Guo-Jun Qi
Machine Learning
日本大学: 関与なし（対象大学）