| 2026 | ICPR | Towards Safer Mobile Agents: Scalable Generation and Evaluation of Diverse Scenarios for VLMs. | Takara Taniguchi, Kuniaki Saito, Atsushi Hashimoto |
| 2025 | ICCV | CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning. | Kuniaki Saito, Donghyun Kim, Kwanyong Park, Atsushi Hashimoto, Yoshitaka Ushiku |
| 2025 | ICCV | PMC-Vid: A Large-Scale Biomedical Video Captioning Dataset. | Yosuke Yamagishi, Kuniaki Saito, Atsushi Hashimoto, Yoshitaka Ushiku |
| 2025 | ICLR | Is Large-scale Pretraining the Secret to Good Domain Generalization? | Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Bryan A. Plummer, Kate Saenko |
| 2025 | MICCAI | Learning Contrastive Multimodal Fusion with Improved Modality Dropout for Disease Detection and Prediction. | Yi Gu, Kuniaki Saito, Jiaxin Ma |
| 2025 | NAACL | Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model. | Kuniaki Saito, Chen-Yu Lee, Kihyuk Sohn, Yoshitaka Ushiku |
| 2025 | WACV | ERM++: An Improved Baseline for Domain Generalization. | Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Kate Saenko, Bryan A. Plummer |
| 2024 | ECCV | Weak-to-Strong Compositional Learning from Generative Models for Language-Based Object Detection. | Kwanyong Park, Kuniaki Saito, Donghyun Kim |
| 2023 | CVPR | Prefix Conditioning Unifies Language and Label Supervision. | Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister |
| 2023 | CVPR | Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. | Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister |
| 2022 | ECCV | Learning to Detect Every Thing in an Open World. | Kuniaki Saito, Ping Hu, Trevor Darrell, Kate Saenko |
| 2021 | ICCV | CDS: Cross-Domain Self-supervised Pre-training. | Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko |
| 2021 | ICCV | Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density. | Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko |
| 2021 | ICCV | OVANet: One-vs-All Network for Universal Domain Adaptation. | Kuniaki Saito, Kate Saenko |
| 2021 | MVA | Weakly Supervised Domain Adaptation using Super-pixel labeling for Semantic Segmentation. | Masaki Yamazaki, Xingchao Peng, Kuniaki Saito, Ping Hu, Kate Saenko, Yasuhiro Taniguchi |
| 2020 | AAAI | MULE: Multimodal Universal Language Embedding. | Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer |
| 2020 | ECCV | COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder. | Kuniaki Saito, Kate Saenko, Ming-Yu Liu |
| 2019 | CVPR | Strong-Weak Distribution Alignment for Adaptive Object Detection. | Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko |
| 2019 | ICCV | Semi-Supervised Domain Adaptation via Minimax Entropy. | Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko |
| 2018 | CVPR | Maximum Classifier Discrepancy for Unsupervised Domain Adaptation. | Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada |
| 2018 | ECCV | Generalized Bayesian Canonical Correlation Analysis with Missing Modalities. | Toshihiko Matsuura, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada |
| 2018 | ECCV | Open Set Domain Adaptation by Backpropagation. | Kuniaki Saito, Shohei Yamamoto, Yoshitaka Ushiku, Tatsuya Harada |
| 2018 | ECCV | Multichannel Semantic Segmentation with Unsupervised Domain Adaptation. | Kohei Watanabe, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada |
| 2018 | ICLR | Adversarial Dropout Regularization. | Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko |
| 2017 | ICCV | Spatio-Temporal Person Retrieval via Natural Language Queries. | Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada |
| 2017 | ICML | Asymmetric Tri-training for Unsupervised Domain Adaptation. | Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada |