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Yutaka Matsuo

  1. Large Language Models are Zero-Shot Reasoners
    2022/05/24 by Takeshi Kojima, Shixiang Shane Gu, Shixiang Gu +8 · 10 voices · 731 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text
    2023/11/30 by Qi Cao, Takeshi Kojima, Cao, Qi +5 · 1 voice · 5 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  3. A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
    2023/07/24 by İzzeddin Gür, Gur, Izzeddin, Hiroki Furuta +11 · 52 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
  4. Multimodal Web Navigation with Instruction-Finetuned Foundation Models
    2023/05/19 by Hiroki Furuta, Kuang-Huei Lee, Furuta, Hiroki +10 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  5. Joint Multimodal Learning with Deep Generative Models
    2016/11/07 by Masahiro Suzuki, Suzuki, Masahiro, Kotaro Nakayama +3 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech and dialogue systems
  6. Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
    2020/06/05 by Tatsuya Matsushima, Hiroki Furuta, Matsushima, Tatsuya +7 · 12 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Modular Robots and Swarm Intelligence #Mobile Crowdsensing and Crowdsourcing
  7. MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
    2025/03/13 by Weihao Xuan, Xuan, Weihao, Rui Yang +61 · 17 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  8. Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action\n Detection
    2017/06/09 by Mohammadamin Barekatain, Miquel Martí, Barekatain, Mohammadamin +12 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Multimodal Machine Learning Applications
  9. Generalized Decision Transformer for Offline Hindsight Information Matching
    2021/11/19 by Hiroki Furuta, Yutaka Matsuo, Furuta, Hiroki +3 · 4 citations
    Computer Science · #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  10. Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
    2025/01/31 by Yuta Oshima, Oshima, Yuta, Masahiro Suzuki +5 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Music and Audio Processing #Video Analysis and Summarization
  11. CityNav: A Large-Scale Dataset for Real-World Aerial Navigation
    2024/06/20 by Jungdae Lee, Lee, Jungdae, Taiki Miyanishi +11 · 7 citations
    Social Sciences · #Geographic Information Systems Studies
  12. Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers
    2021/01/01 by Machel Reid, Reid, Machel, Edison Marrese-Taylor +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages
    2021/09/10 by Machel Reid, Reid, Machel, Junjie Hu +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks
    2024/06/04 by Andrew Gambardella, Yusuke Iwasawa, Gambardella, Andrew +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  15. Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization
    2019/04/29 by Kei Akuzawa, Akuzawa, Kei, Yusuke Iwasawa +3 · 3 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Respiratory viral infections research #Viral Infections and Vectors
  16. DreamSparse: Escaping from Plato's Cave with 2D Frozen Diffusion Model Given Sparse Views
    2023/06/06 by Paul D. Yoo, Yoo, Paul, Jiaxian Guo +5 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
  17. Policy Information Capacity: Information-Theoretic Measure for Task\n Complexity in Deep Reinforcement Learning
    2021/03/23 by Hiroki Furuta, Furuta, Hiroki, Tatsuya Matsushima +11 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics
  18. Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
    2021/11/25 by Xin Zhang, Zhang, Xin, Shixiang Gu +5 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  19. Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
    2025/06/06 by Gouki Minegishi, Hiroki Furuta, Minegishi, Gouki +7 · 11 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies
  20. Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form
    2024/08/29 by Toshinori Kitamura, Kitamura, Toshinori, Tadashi Kozuno +15 · 4 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Statistical Methods and Inference
  21. Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder
    2018/04/06 by Kei Akuzawa, Yusuke Iwasawa, Akuzawa, Kei +3 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  22. Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment
    2022/06/28 by Takeshi Kojima, Kojima, Takeshi, Yutaka Matsuo +3 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)
  23. Image Referenced Sketch Colorization Based on Animation Creation Workflow
    2025/02/27 by Dingkun Yan, Yan, Dingkun, Xinrui Wang +11 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
  24. Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
    2023/11/30 by Hiroki Furuta, Yutaka Matsuo, Furuta, Hiroki +5 · 2 citations
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Topic Modeling #Multimodal Machine Learning Applications
  25. A Comprehensive Survey on Physical Risk Control in the Era of Foundation Model-enabled Robotics
    2025/05/19 by Takeshi Kojima, Kojima, Takeshi, Yaonan Zhu +19 · 3 citations
    Psychology · Engineering · #Social Robot Interaction and HRI #Human-Automation Interaction and Safety #Autonomous Vehicle Technology and Safety
  26. Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL
    2021/05/14 by Kei Akuzawa, Yusuke Iwasawa, Akuzawa, Kei +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  27. Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
    2025/05/22 by Gouki Minegishi, Hiroki Furuta, Minegishi, Gouki +7 · 4 citations
    Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
  28. VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field
    2021/11/25 by Naruya Kondo, Kondo, Naruya, Yuya Ikeda +9 · 1 citation
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Advanced Neuroimaging Techniques and Applications #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection
    2025/01/26 by Bo Yang, Yang, Bo, Jiaxian Guo +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  30. Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning
    2024/10/01 by Shota Takashiro, Takashiro, Shota, Takeshi Kojima +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks
    2023/10/30 by Gouki Minegishi, Minegishi, Gouki, Yusuke Iwasawa +3 · 1 citation
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
  32. RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
    2025/09/25 by Kohsei Matsutani, Shota Takashiro, Matsutani, Kohsei +9 · 6 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Law, logistics, and international trade
  33. When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following
    2025/09/25 by Keno Harada, Harada, Keno, Yudai Yamazaki +10 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  34. Visual Access Boundaries in Vision-Language Model Reasoning
    2026/07/14 by Hiroto Osaka, Shohei Taniguchi, Gouki Minegishi +3
    #cs.AI
  35. Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation
    2026/07/16 by Ku Onoda, Paavo Parmas, Hiroki Furuta +4
    #cs.LG #cs.AI #cs.CV
  36. Looped Transformers with Source-Centered State Evolution
    2026/07/30 by Bum Jun Kim, Kohei Hayashi, Shunsuke Kamiya +3
    Computer Science · #cs.LG #cs.CL
  37. Temporally Centered SIGReg Improves Multi-Task LeWorldModel Learning: From Analysis to Method
    2026/07/29 by Chang Liu, Fei Suo, Yanzhou Jin +3
    Computer Science · #cs.LG #cs.RO