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
Asymmetric Duos: Sidekicks Improve Uncertainty
Tim G. Zhou, Evan Shelhamer, Geoff Pleiss
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards
Charles Arnal, Gaëtan Narozniak, Vivien Cabannes, Yunhao Tang, Julia Kempe, Remi Munos
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Asymptotic theory of SGD with a general learning-rate
Or Goldreich, Ziyang Wei, SOHAM BONNERJEE, Jiaqi Li, Wei Biao Wu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Asymptotically Stable Quaternion-valued Hopfield-structured Neural Network with Periodic Projection-based Supervised Learning Rules
Tianwei Wang, Xinhui Ma, Wei Pang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Asymptotically exact variational flows via involutive MCMC kernels
Zuheng (David) Xu, Trevor Campbell
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks
Luca Arnaboldi, Bruno Loureiro, Ludovic Stephan, Florent Krzakala, Lenka Zdeborová
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AtlasGS: Atlanta-world Guided Surface Reconstruction with Implicit Structured Gaussians
Xiyu Zhang, Chong Bao, YiPeng Chen, Hongjia Zhai, Yitong Dong, Hujun Bao, Zhaopeng Cui, Guofeng Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Atom of Thoughts for Markov LLM Test-Time Scaling
Fengwei Teng, Quan Shi, Zhaoyang Yu, Jiayi Zhang, Yuyu Luo, Chenglin Wu, Zhijiang Guo
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra
Ziyu Xiong, Yichi Zhang, Foyez Alauddin, Chu Xin Cheng, Joon An, Mohammad Seyedsayamdost, Ellen D. Zhong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
Jiayi Kuang, Haojing Huang, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen, Philip S Yu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool
Jiangtong Li, Dongyi Liu, Kun Zhu, Dawei Cheng, changjun jiang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attack via Overfitting: 10-shot Benign Fine-tuning to Jailbreak LLMs
Zhixin Xie, Xurui Song, Jun Luo
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention (as Discrete-Time Markov) Chains
Yotam Erel, Olaf Dünkel, Rishabh Dabral, Vladislav Golyanik, Christian Theobalt, Amit Bermano
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention Mechanism, Max-Affine Partition, and Universal Approximation
Hude Liu, Jerry Yao-Chieh Hu, Zhao Song, Han Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention Sinks: A 'Catch, Tag, Release' Mechanism for Embeddings
Stephen Zhang, Mustafa Khan, Vardan Papyan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention on the Sphere
Boris Bonev, Max Rietmann, Andrea Paris, Alberto Carpentieri, Thorsten Kurth
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention with Trained Embeddings Provably Selects Important Tokens
Diyuan Wu, Aleksandr Shevchenko, Samet Oymak, Marco Mondelli
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention! Your Vision Language Model Could Be Maliciously Manipulated
Xiaosen Wang, Shaokang Wang, Zhijin Ge, Yuyang Luo, Shudong Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attention-based clustering
Rodrigo Maulen Soto, Pierre Marion, Claire Boyer
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Chen Chen, Lei Chen, Xianzhi Yu, Wulong Liu, Jianye Hao, Mingxuan Yuan, Bin Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools
Kanghua Mo, Li Hu, Yucheng Long, Zhihao Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Attribution-Driven Adaptive Token Pruning for Transformers
YAOYAO YAN, Hui Yu, Weizhi Xu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AudSemThinker: Enhancing Audio-Language Models Through Reasoning over Semantics of Sound
Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
Sreyan Ghosh, Arushi Goel, Jaehyeon Kim, Sonal Kumar, Zhifeng Kong, Sang-gil Lee, Chao-Han Huck Yang, Ramani Duraiswami, Dinesh Manocha, Rafael Valle, Bryan Catanzaro
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Audio Super-Resolution with Latent Bridge Models
Chang Li, Zehua Chen, Liyuan Wang, Jun Zhu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Audio-Sync Video Generation with Multi-Stream Temporal Control
Shuchen Weng, Haojie Zheng, zheng chang, Si Li, Boxin Shi, Xinlong Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models
Haolang Lu, Yilian Liu, Jingxin Xu, Guoshun Nan, Yuanlong Yu, Zhican Chen, Kun Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
Sarah Cen, Salil Goyal, Zaynah Javed, Ananya Karthik, Percy Liang, Daniel Ho
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition
Parsa Rahimi, Damien Teney, Sébastien Marcel
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
Haonan Dong, Wenhao Zhu, Guojie Song, Liang Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Auto-Compressing Networks
Evangelos Dorovatas, Georgios Paraskevopoulos, Alexandros Potamianos
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization
jingfeng Guo, Jian Liu, Jinnan Chen, Shiwei Mao, Changrong Hu, Puhua Jiang, Junlin Yu, Jing Xu, Qi Liu, LiXin Xu, Zhuo Chen, Chunchao Guo
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models
Yue Xu, Chengyan Fu, Li Xiong, Sibei Yang, Wenjie Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoData: A Multi-Agent System for Open Web Data Collection
Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
Dhruv Agarwal, Bodhisattwa Prasad Majumder, Reece Adamson, Megha Chakravorty, Satvika Reddy Gavireddy, Aditya Parashar, Harshit Surana, Bhavana Dalvi Mishra, Andrew McCallum, Ashish Sabharwal, Peter Clark
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoEdit: Automatic Hyperparameter Tuning for Image Editing
Chau Pham, Quan Dao, Mahesh Bhosale, Yunjie Tian, Dimitris Metaxas, DAVID DOERMANN
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoJudge: Judge Decoding Without Manual Annotation
Roman Garipov, Fedor Velikonivtsev, Ivan Ermakov, Ruslan Svirschevski, Vage Egiazarian, Max Ryabinin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoPartGen: Autoregressive 3D Part Generation and Discovery
Minghao Chen, Jianyuan Wang, Roman Shapovalov, Tom Monnier, Hyunyoung Jung, Dilin Wang, Rakesh Ranjan, Iro Laina, Andrea Vedaldi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
Andy Zhou, Kevin Wu, Francesco Pinto, Zhaorun Chen, Yi Zeng, Yu Yang, Shuang Yang, Sanmi Koyejo, James Y Zou, Bo Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing
Sam Bright-Thonney, Christina Reissel, Gaia Grosso, Nathaniel Woodward, Katya Govorkova, Andrzej Novak, Sangeon Park, Eric Moreno, Philip Harris
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling
Zhining Zhang, Chuanyang Jin, Mung Yao Jia, Shunchi Zhang, Tianmin Shu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning
Zewei Zhou, Tianhui Cai, Seth Zhao, Yun Zhang, Zhiyu Huang, Bolei Zhou, Jiaqi Ma
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Autoencoding Random Forests
Binh Vu, Jan Kapar, Marvin Wright, David Watson
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, MONICA SUNKARA
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
Christy Li, Josep Lopez Camuñas, Jake Touchet, Jacob Andreas, Agata Lapedriza, Antonio Torralba, Tamar Rott Shaham
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automated Model Discovery via Multi-modal & Multi-step Pipeline
Lee Jung-Mok, Nam Hyeon-Woo, Moon Ye-Bin, Junhyun Nam, Tae-Hyun Oh
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automatic Auxiliary Task Selection and Adaptive Weighting Boost Molecular Property Prediction
Zhiqiang Zhong, Davide Mottin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval
Delong Liu, Haiwen Li, Zhaohui Hou, Zhicheng Zhao, Fei Su, Yuan Dong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automatic Visual Instrumental Variable Learning for Confounding-Resistant Domain Generalization
Fuyuan CAO, Shichang Qiao, Kui Yu, Jiye Liang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Automaton Constrained Q-Learning
Anastasios Manganaris, Vittorio Giammarino, Ahmed Qureshi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
Shanchuan Lin, Ceyuan Yang, Hao He, Jianwen Jiang, Yuxi Ren, Xin Xia, Yang Zhao, Xuefeng Xiao, Lu Jiang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Autoregressive Motion Generation with Gaussian Mixture-Guided Latent Sampling
Linnan Tu, Lingwei Meng, Zongyi Li, Hefei Ling, Shijuan Huang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language Navigation
Shuo Wang, Yongcai Wang, Wanting Li, Xudong Cai, Yucheng Wang, Maiyue Chen, kaihui.wang, Zhizhong Su, Deying Li, Zhaoxin Fan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Availability-aware Sensor Fusion via Unified Canonical Space
Dong-Hee Paek, SEUNG-HYUN KONG
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Avoiding exp(R) scaling in RLHF through Preference-based Exploration
Mingyu Chen, Yiding Chen, Wen Sun, Xuezhou Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Axial Neural Networks for Dimension-Free Foundation Models
Hyunsu Kim, Jonggeon Park, Joan Bruna, Hongseok Yang, Juho Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BADiff: Bandwidth Adaptive Diffusion Model
Xi Zhang, Hanwei Zhu, Yan Zhong, Jiamang Wang, Weisi Lin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BAM-ICL: Causal Hijacking In-Context Learning with Budgeted Adversarial Manipulation
Rui Chu, Bingyin Zhao, Hanling Jiang, Shuchin Aeron, Yingjie Lao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
Hongyi Zhou, Weiran Liao, Xi Huang, Yucheng Tang, Fabian Otto, Xiaogang Jia, Xinkai Jiang, Simon Hilber, Ge Li, Qian Wang, Ömer Yağmurlu, Nils Blank, Moritz Reuss, Rudolf Lioutikov
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks
Sen Bai, Chunqi Yang, Xin Bai, Xin Zhang, Zhengang Jiang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BLEUBERI: BLEU is a surprisingly effective reward for instruction following
Yapei Chang, Yekyung Kim, Michael Krumdick, Amir Zadeh, Chuan Li, Chris Tanner, Mohit Iyyer
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification
Xiaobin Liu, Jianing Li, Baiwei Guo, WenbinZhu, Jing Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BNMusic: Blending Environmental Noises into Personalized Music
Chi Zuo, Martin Møller, Pablo Martínez-Nuevo, Huayang Huang, Yu Wu, Ye Zhu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BREAD: Branched Rollouts from Expert Anchors Bridge SFT & RL for Reasoning
Xuechen Zhang, Zijian Huang, Yingcong Li, Chenshun Ni, Jiasi Chen, Samet Oymak
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
Shaojie Zhang, Ruoceng Zhang, Pei Fu, Shaokang Wang, Jiahui Yang, Xin Du, ShiqiCui, Bin Qin, Ying Huang, Zhenbo Luo, Jian Luan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BaRISTA: Brain Scale Informed Spatiotemporal Representation of Human Intracranial Neural Activity
Lucine L Oganesian, Saba Hashemi, Maryam M. Shanechi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Backdoor Cleaning without External Guidance in MLLM Fine-tuning
Xuankun Rong, Wenke Huang, Jian Liang, Jinhe Bi, Xun Xiao, Yiming Li, Bo Du, Mang Ye
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Backdoor Mitigation via Invertible Pruning Masks
Kealan Dunnett, Reza Arablouei, Volkan Dedeoglu, Dimity Miller, Raja Jurdak
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment
Youjia Zhang, Youngeun Kim, Young-Geun Choi, Hongyeob Kim, Huiling Liu, Sungeun Hong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Backward Conformal Prediction
Etienne Gauthier, Francis Bach, Michael I Jordan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
Xueyang Zhou, Guiyao Tie, Guowen Zhang, Hecheng Wang, Pan Zhou, Lichao Sun
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balanced Active Inference
Boyu Chen, Zhixiang Zhou, Liuhua Peng, Zhonglei Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balanced Conic Rectified Flow
Kim Shin seong, Mingi Kwon, Jaeseok Jeong, Youngjung Uh
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization
kaiyuan Li, Xiaoyue Chen, Chen Gao, Yong Li, Xinlei Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balancing Gradient and Hessian Queries in Non-Convex Optimization
Deeksha Adil, Brian Bullins, Aaron Sidford, Chenyi Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balancing Multimodal Training Through Game-Theoretic Regularization
Konstantinos Kontras, Thomas Strypsteen, Christos Chatzichristos, Paul Liang, Matthew B Blaschko, Maarten De Vos
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balancing Performance and Costs in Best Arm Identification
Michael O. Harding, Kirthevasan Kandasamy
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Balancing Positive and Negative Classification Error Rates in Positive-Unlabeled Learning
Ximing Li, Yuanchao Dai, Bing Wang, Changchun Li, Jianfeng Qu, Renchu Guan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bandit Guided Submodular Curriculum for Adaptive Subset Selection
Prateek Chanda, Prayas Agrawal, Saral Sureka, Lokesh Reddy Polu, Atharv Kshirsagar, Ganesh Ramakrishnan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bandit and Delayed Feedback in Online Structured Prediction
Yuki Shibukawa, Taira Tsuchiya, Shinsaku Sakaue, Kenji Yamanishi
Machine Learning
日本大学: 東京大学
2025 · NeurIPS
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
Paul Brunzema, Sebastian Trimpe
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bayes optimal learning of attention-indexed models
Fabrizio Boncoraglio, Emanuele Troiani, Vittorio Erba, Lenka Zdeborová
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bayesian Concept Bottleneck Models with LLM Priors
Jean Feng, Avni Kothari, Lucas Zier, Chandan Singh, Yan Shuo Tan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bayesian Ego-graph Inference for Networked Multi-Agent Reinforcement Learning
Wei Duan, Jie Lu, Junyu Xuan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bayesian Optimization with Preference Exploration using a Monotonic Neural Network Ensemble
Hanyang Wang, Juergen Branke, Matthias Poloczek
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BecomingLit: Relightable Gaussian Avatars with Hybrid Neural Shading
Jonathan Schmidt, Simon Giebenhain, Matthias Niessner
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Behavior Injection: Preparing Language Models for Reinforcement Learning
Zhepeng Cen, Yihang Yao, William Han, Zuxin Liu, DING ZHAO
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks
Wentao Deng, Jiahuan Pei, Zhiwei Xu, Zhaochun Ren, Zhumin Chen, Pengjie Ren
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
Zibo Zhou, Yue Hu, Lingkai Zhang, Zonglin Li, Siheng Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Benford’s Curse: Tracing Digit Bias to Numerical Hallucination in LLMs
Jiandong Shao, Yao Lu, Jianfei Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Benign Overfitting in Single-Head Attention
Roey Magen, Shuning Shang, Zhiwei Xu, Spencer Frei, Wei Hu, Gal Vardi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Bernstein–von Mises for Adaptively Collected Data
Kevin Du, Yash Nair, Lucas Janson
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Best-of-N Jailbreaking
John Hughes, Sara Price, Aengus Lynch, Rylan Schaeffer, Fazl Barez, Arushi Somani, Sanmi Koyejo, Henry Sleight, Erik Jones, Ethan Perez, Mrinank Sharma
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Better Estimation of the Kullback--Leibler Divergence Between Language Models
Afra Amini, Tim Vieira, Ryan Cotterell
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Better Language Model Inversion by Compactly Representing Next-Token Distributions
Murtaza Nazir, Matthew Finlayson, John Morris, Xiang Ren, Swabha Swayamdipta
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Better NTK Conditioning: A Free Lunch from (ReLU) Nonlinear Activation in Wide Neural Networks
Chaoyue Liu, Han Bi, Like Hui, Xiao Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Dong Yang, Pengfei Guo, Marc Edgar, Daguang Xu, Bernhard Kainz, Bjoern Menze
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Better Training Data Attribution via Better Inverse Hessian-Vector Products
Andrew Wang, Elisa Nguyen, Runshi Yang, Juhan Bae, Sheila A. McIlraith, Roger Baker Grosse
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
BevSplat: Resolving Height Ambiguity via Feature-Based Gaussian Primitives for Weakly-Supervised Cross-View Localization
Qiwei Wang, Shaoxun Wu, Yujiao Shi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Beyond $\tilde{O}(\sqrt{T})$ Constraint Violation for Online Convex Optimization with Adversarial Constraints
Abhishek Sinha, Rahul Vaze
Machine Learning
日本大学: 関与なし（対象大学）