ICLR

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

ICLR 公式サイト ↗

Machine Learning

2025 · 3,703 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 · ICLR
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Agent Skill Acquisition for Large Language Models via CycleQD
So Kuroki, Taishi Nakamura, Takuya Akiba, Yujin Tang
Machine Learning
日本大学: 東京科学大学
2025 · ICLR
Agent-Oriented Planning in Multi-Agent Systems
Ao LI, Yuexiang Xie, Songze Li, Fugee Tsung, Bolin Ding, Yaliang Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos
Gengshan Yang, Andrea Bajcsy, Shunsuke Saito, Angjoo Kanazawa
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents
Maksym Andriushchenko, Alexandra Souly, Mateusz Dziemian, Derek Duenas, Maxwell Lin, Justin Wang, Dan Hendrycks, Andy Zou, Zico Kolter, Matt Fredrikson, Yarin Gal, Xander Davies
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
Ke Yang, Yao Liu, Sapana Chaudhary, Rasool Fakoor, Pratik A Chaudhari, George Karypis, Huzefa Rangwala
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
Dayuan Fu, Keqing He, Yejie Wang, Wentao Hong, Zhuoma GongQue, Weihao Zeng, Wei Wang, Jingang Wang, Xunliang Cai, Weiran Xu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AgentSquare: Automatic LLM Agent Search in Modular Design Space
Yu Shang, Yu Li, Keyu Zhao, Likai Ma, Jiahe Liu, Fengli Xu, Yong Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AgentStudio: A Toolkit for Building General Virtual Agents
Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng YAN
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
Yiheng Xu, Dunjie Lu, Zhennan Shen, Junli Wang, Zekun Wang, Yuchen Mao, Caiming Xiong, Tao Yu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Agents' Room: Narrative Generation through Multi-step Collaboration
Fantine Huot, Reinald Kim Amplayo, Jennimaria Palomaki, Alice Shoshana Jakobovits, Elizabeth Clark, Mirella Lapata
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
Yipei Wang, Xiaoqian Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aioli: A Unified Optimization Framework for Language Model Data Mixing
Mayee Chen, Michael Hu, Nicholas Lourie, Kyunghyun Cho, Christopher Re
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
jindong tian, Yuxuan Liang, Ronghui Xu, Peng Chen, Chenjuan Guo, Aoying Zhou, Lujia Pan, Zhongwen Rao, Bin Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation
Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Algorithmic Stability Based Generalization Bounds for Adversarial Training
Runzhi Tian, Yongyi Mao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligned Better, Listen Better for Audio-Visual Large Language Models
Yuxin Guo, Shuailei Ma, Shijie Ma, Xiaoyi Bao, Chen-Wei Xie, Kecheng Zheng, Tingyu Weng, Siyang Sun, Yun Zheng, Wei Zou
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
Anirudh Sundara Rajan, Utkarsh Ojha, Jedidiah Schloesser, Yong Jae Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligned LLMs Are Not Aligned Browser Agents
Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu Trinh, Elaine Chang, Vaughn Robinson, Shuyan Zhou, Matt Fredrikson, Sean Hendryx, Summer Yue, Zifan Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
Ziqi Pang, Xin Xu, Yu-Xiong Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligning Human Motion Generation with Human Perceptions
Haoru Wang, Wentao Zhu, Luyi Miao, Yishu Xu, Feng Gao, Qi Tian, Yizhou Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligning Language Models with Demonstrated Feedback
Omar Shaikh, Michelle Lam, Joey Hejna, Yijia Shao, Hyundong Cho, Michael Bernstein, Diyi Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aligning Visual Contrastive learning models via Preference Optimization
Amirabbas Afzali, Borna khodabandeh, Ali Rasekh, Mahyar JafariNodeh, Sepehr Ranjbar, Simon Gottschalk
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits
Zihan Zhang, Xiangyang Ji, Yuan Zhou
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan Ma, Jie Shi, Xiang Wang, Xiangnan He, Tat-Seng Chua
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data
Asad Aali, Giannis Daras, Brett Levac, Sidharth Kumar, Alex Dimakis, Jonathan Tamir
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
Byoungwoo Park, Hyungi Lee, Juho Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
Zhaowei Zhang, Fengshuo Bai, Qizhi Chen, Chengdong Ma, Mingzhi Wang, Haoran Sun, Zilong Zheng, Yaodong Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Asynchronous Bundle Method for Distributed Learning Problems
Daniel Cederberg, Xuyang Wu, Stephen Boyd, Mikael Johansson
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Auditing Test to Detect Behavioral Shift in Language Models
Leo Richter, Xuanli He, Pasquale Minervini, Matt Kusner
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Effective Manifold-based Optimization Method for Distributionally Robust Classification
Jiawei Huang, Hu Ding
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Effective Theory of Bias Amplification
Arjun Subramonian, Samuel Bell, Levent Sagun, Elvis Dohmatob
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Efficient Framework for Crediting Data Contributors of Diffusion Models
MingYu Lu, Chris Lin, Chanwoo Kim, Su-In Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
Qiujie Xie, Qingqiu Li, Zhuohao Yu, Yuejie Zhang, Yue Zhang, Linyi Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Engorgio Prompt Makes Large Language Model Babble on
Jianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Tianwei Zhang, Hao Wang, Hewu Li, Qi Li, Chao Zhang, Ke Xu, Han Qiu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Evolved Universal Transformer Memory
Edoardo Cetin, Qi Sun, Tianyu Zhao, Yujin Tang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
Xiang Liu, Bin Chen, Zimo Liu, Yaowei Wang, Shu-Tao Xia
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels
Duy-Kien Nguyen, Mahmoud Assran, Unnat Jain, Martin R. Oswald, Cees G Snoek, Xinlei Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Information Criterion for Controlled Disentanglement of Multimodal Data
Chenyu Wang, Sharut Gupta, Xinyi Zhang, Sana Tonekaboni, Stefanie Jegelka, Tommi Jaakkola, Caroline Uhler
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Intelligent Agentic System for Complex Image Restoration Problems
Kaiwen Zhu, Jinjin Gu, Zhiyuan You, Yu Qiao, Chao Dong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Online Learning Theory of Trading-Volume Maximization
Tommaso Cesari, Roberto Colomboni
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning
Haoran Xu, Shuozhe Li, Harshit Sikchi, Scott Niekum, Amy Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
An Undetectable Watermark for Generative Image Models
Samuel Gunn, Xuandong Zhao, Dawn Song
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
Jian Gao, Weidong Cao, Junyi Yang, Xuan Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods
Akira Ito, Masanori Yamada, Atsutoshi Kumagai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Analytic DAG Constraints for Differentiable DAG Learning
Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton Hengel, Javen Qinfeng Shi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra
Roman Worschech, Bernd Rosenow
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models
Hulingxiao He, Geng Li, Zijun Geng, Jinglin Xu, Yuxin Peng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Chris Rawles, Sarah Clinckemaillie, Yifan Chang, Jonathan Waltz, Gabrielle Lau, Marybeth Fair, Alice Li, William Bishop, Wei Li, Folawiyo Campbell-Ajala, Daniel Toyama, Robert Berry, Divya Tyamagundlu, Timothy Lillicrap, Oriana Riva
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
Jingnan Gao, Zhuo Chen, Xiaokang Yang, Yichao Yan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity
Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Xujin Li, Huiguang He
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Shuai Tan, Biao Gong, Xiang Wang, Shiwei Zhang, DanDan Zheng, Ruobing Zheng, Kecheng Zheng, Jingdong Chen, Ming Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AnoLLM: Large Language Models for Tabular Anomaly Detection
Che-Ping Tsai, Ganyu Teng, Phillip Wallis, Wei Ding
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
Sarah Wiegreffe, Oyvind Tafjord, Yonatan Belinkov, Hanna Hajishirzi, Ashish Sabharwal
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Anti-Exposure Bias in Diffusion Models
Junyu Zhang, Daochang Liu, Eunbyung Park, Shichao Zhang, Chang Xu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning
Haoxin Lin, Yu-Yan Xu, Yihao Sun, Zhilong Zhang, Yi-Chen Li, Chengxing Jia, Junyin Ye, Jiaji Zhang, Yang Yu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors
Ruoxuan Feng, Jiangyu Hu, Wenke Xia, Tianci Gao, Ao Shen, Yuhao Sun, Bin Fang, Di Hu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Anyprefer: An Agentic Framework for Preference Data Synthesis
Yiyang Zhou, Zhaoyang Wang, Tianle Wang, Shangyu Xing, Peng Xia, Bo Li, Kaiyuan Zheng, Zijian Zhang, Zhaorun Chen, Wenhao Zheng, Xuchao Zhang, Chetan Bansal, Weitong Zhang, Ying Wei, Mohit Bansal, Huaxiu Yao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
Haoyang Liu, Jie Wang, Zijie Geng, Xijun Li, Yuxuan Zong, Fangzhou Zhu, Jianye HAO, Feng Wu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
Eric Lei, Hamed Hassani, Shirin Saeedi Bidokhti
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
Dharmesh Tailor, Alvaro Correia, Eric Nalisnick, Christos Louizos
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Approximation algorithms for combinatorial optimization with predictions
Antonios Antoniadis, Marek Elias, Adam Polak, Moritz Venzin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Are Large Vision Language Models Good Game Players?
Xinyu Wang, Bohan Zhuang, Qi Wu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Are Transformers Able to Reason by Connecting Separated Knowledge in Training Data?
Yutong Yin, Zhaoran Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
Louis Bradshaw, Simon Colton
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
Hanseul Cho, Jaeyoung Cha, Srinadh Bhojanapalli, Chulhee Yun
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics
Yaniv Nikankin, Anja Reusch, Aaron Mueller, Yonatan Belinkov
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model
Long Le, Jason Xie, William Liang, Hung-Ju Wang, Yue Yang, Yecheng Jason Ma, Kyle Vedder, Arjun Krishna, Dinesh Jayaraman, ERIC EATON
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Artificial Kuramoto Oscillatory Neurons
Takeru Miyato, Sindy Löwe, Andreas Geiger, Max Welling
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
Xin Mao, Huimin Xu, Feng-Lin Li, Ziqi Jin, WANG CHEN, Wei Zhang, Anh Tuan Luu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Ask, and it shall be given: On the Turing completeness of prompting
Ruizhong Qiu, Zhe Xu, Wenxuan Bao, Hanghang Tong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly
Hongyu Guo, Yoshua Bengio, Shengchao Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Associative memory and dead neurons
Vladimir Fanaskov, Ivan Oseledets
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data
Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan, Ruihan Yang, Stephan Mandt, Joshua Bloom
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Asymmetric Factorized Bilinear Operation for Vision Transformer
Junjie Wu, Qilong Wang, Jiangtao Xie, Pengfei Zhu, Qinghua Hu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure
Samet Demir, Zafer Dogan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
Guangchen (Eric) Lan, Dong-Jun Han, Abolfazl Hashemi, Vaneet Aggarwal, Christopher Brinton
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models
Michael Noukhovitch, Shengyi Huang, Sophie Xhonneux, Arian Hosseini, Rishabh Agarwal, Aaron Courville
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Atlas Gaussians Diffusion for 3D Generation
Haitao Yang, Yuan Dong, Hanwen Jiang, Dejia Xu, Georgios Pavlakos, Qixing Huang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AtomSurf: Surface Representation for Learning on Protein Structures
Vincent Mallet, Yangyang Miao, Souhaib Attaiki, Bruno Correia, Maks Ovsjanikov
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
Yikun Zhang, Geyan Ye, Chaohao Yuan, Bo Han, Long-Kai Huang, Jianhua Yao, Wei Liu, Yu Rong
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Attention as a Hypernetwork
Simon Schug, Seijin Kobayashi, Yassir Akram, Joao Sacramento, Razvan Pascanu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
Shijie Chen, Bernal Jimenez Gutierrez, Yu Su
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Attention layers provably solve single-location regression
Pierre Marion, Raphaël Berthier, Gérard Biau, Claire Boyer
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Attention with Markov: A Curious Case of Single-layer Transformers
Ashok Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Martin Jaggi, Hyeji Kim, Michael Gastpar
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
Fengyuan Liu, Nikhil Kandpal, Colin Raffel
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Attribute-based Visual Reprogramming for Vision-Language Models
Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Attributing Culture-Conditioned Generations to Pretraining Corpora
Huihan Li, Arnav Goel, Keyu He, Xiang Ren
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
CHEN CHEN, Yuchen Hu, Siyin Wang, Helin Wang, Zhehuai Chen, Chao Zhang, Chao-Han Huck Yang, Ensiong Chng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution
Yun Zhang, Wei Li, Simiao Li, Hanting Chen, Zhijun Tu, Bingyi Jing, Shaohui Lin, Jie Hu, Wenjia Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark
Wenhao Chai, Enxin Song, Yilun Du, Chenlin Meng, Vashisht Madhavan, Omer Bar-Tal, Jenq-Neng Hwang, Saining Xie, Christopher Manning
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
Tobias Leemann, Periklis Petridis, Giuseppe Vietri, Dionysis Manousakas, Aaron Roth, Sergul Aydore
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AutoBencher: Towards Declarative Benchmark Construction
XIANG LI, Farzaan Kaiyom, Evan Liu, Yifan Mai, Percy Liang, Tatsunori Hashimoto
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AutoCGP: Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations
Pei Zhou, Ruizhe Liu, Qian Luo, Fan Wang, Yibing Song, Yanchao Yang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AutoG: Towards automatic graph construction from tabular data
Zhikai Chen, Han Xie, Jian Zhang, Xiang song, Jiliang Tang, Huzefa Rangwala, George Karypis
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection
Wei Dai, Jicong Fan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
Fusheng Liu, Qianxiao Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Automated Design of Agentic Systems
Shengran Hu, Cong Lu, Jeff Clune
Machine Learning
日本大学: 関与なし（対象大学）
2025 · ICLR
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
Yongjin Yang, Sihyeon Kim, Hojung Jung, Sangmin Bae, SangMook Kim, Se-Young Yun, Kimin Lee
Machine Learning
日本大学: 関与なし（対象大学）