Kumagai, Atsutoshi

1. Zero-shot Domain Adaptation without Domain Semantic Descriptors
   2018/07/09 by Atsutoshi Kumagai, Tomoharu Iwata, Kumagai, Atsutoshi +1 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Multimodal Machine Learning Applications
2. Semi-supervised Anomaly Detection on Attributed Graphs
   2020/02/27 by Atsutoshi Kumagai, Tomoharu Iwata, Kumagai, Atsutoshi +3 · 1 citation
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
3. Few-shot Learning for Time-series Forecasting
   2020/09/30 by Iwata, Tomoharu, Kumagai, Atsutoshi · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Adversarial Training Makes Weight Loss Landscape Sharper in Logistic Regression
   2021/02/05 by Yamada, Masanori, Kanai, Sekitoshi, Iwata, Tomoharu +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Recurrent Neural Networks for Learning Long-term Temporal Dependencies with Reanalysis of Time Scale Representation
   2021/11/05 by Ohno, Kentaro, Kumagai, Atsutoshi · 1 citation
   #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Test-time Adaptation for Regression by Subspace Alignment
   2024/10/04 by Adachi, Kazuki, Yamaguchi, Shin'ya, Kumagai, Atsutoshi +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods
   2024/02/06 by Ito, Akira, Yamada, Masanori, Kumagai, Atsutoshi · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Meta-learning of semi-supervised learning from tasks with heterogeneous attribute spaces
   2023/11/09 by Iwata, Tomoharu, Kumagai, Atsutoshi · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation
   2025/03/05 by Takahashi, Hiroshi, Iwata, Tomoharu, Kumagai, Atsutoshi +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)