Kuniaki Saito
- Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
2017/12/07 by Kuniaki Saito, Saito, Kuniaki, Kohei Watanabe +5 · 32 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
- Semi-supervised Domain Adaptation via Minimax Entropy
2019/04/13 by Kuniaki Saito, Saito, Kuniaki, Donghyun Kim +7 · 22 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Asymmetric Tri-training for Unsupervised Domain Adaptation
2017/02/27 by Kuniaki Saito, Saito, Kuniaki, Yoshitaka Ushiku +3 · 30 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #COVID-19 diagnosis using AI
- Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
2023/02/06 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 15 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Open Set Domain Adaptation by Backpropagation
2018/04/27 by Kuniaki Saito, Shohei Yamamoto, Saito, Kuniaki +5 · 9 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation
2018/06/26 by Xingchao Peng, Ben Usman, Peng, Xingchao +9 · 8 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
2020/03/18 by Donghyun Kim, Kuniaki Saito, Kim, Donghyun +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction
2024/02/16 by Kuniaki Saito, Kihyuk Sohn, Saito, Kuniaki +5 · 3 citations
Computer Science · #Topic Modeling #Seismology and Earthquake Studies
- Prefix Conditioning Unifies Language and Label Supervision
2022/06/02 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Learning to Detect Every Thing in an Open World
2021/12/03 by Kuniaki Saito, Ping Hu, Saito, Kuniaki +5 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
- SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images
2024/12/23 by Risa Shinoda, Kuniaki Saito, Shinoda, Risa +7 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction
- TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation
2018/12/18 by Toshihiko Matsuura, Matsuura, Toshihiko, Kuniaki Saito +3 · 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
- Kynurenine 3-monooxygenase is implicated in antidepressants-responsive depressive-like behaviors and monoaminergic dysfunctions
2016/10/24 by T Tashiro, Tomoyuki Tashiro, Yuki Murakami +5 · 1 citation
Medicine · Neuroscience · #Bipolar Disorder and Treatment #Stress Responses and Cortisol #Tryptophan and brain disorders
- Is Large-Scale Pretraining the Secret to Good Domain Generalization?
2024/12/03 by Piotr Teterwak, Kuniaki Saito, Teterwak, Piotr +7 · 1 citation
Computer Science · #Cryptography and Residue Arithmetic #Adversarial Robustness in Machine Learning