Kuniaki Saito

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 55

Top Topics

Object Detection

Domain Adaptation

Supervised Learning

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Kuniaki Saito, Kihyuk Sohn, Chen-Yu Lee, Yoshitaka Ushiku
Unsupervised LLM Adaptation for Question Answering. CoRR (2024)
Kwanyong Park, Kuniaki Saito, Donghyun Kim
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection. CoRR (2024)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. CVPR (2023)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. CoRR (2023)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Prefix Conditioning Unifies Language and Label Supervision. CVPR (2023)
Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Rogério Feris, Kate Saenko
Mind the Backbone: Minimizing Backbone Distortion for Robust Object Detection. CoRR (2023)
Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Kate Saenko, Bryan A. Plummer
ERM++: An Improved Baseline for Domain Generalization. CoRR (2023)
Kuniaki Saito, Ping Hu, Trevor Darrell, Kate Saenko
Learning to Detect Every Thing in an Open World. ECCV (24) (2022)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Prefix Conditioning Unifies Language and Label Supervision. CoRR (2022)
Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Samarth Mishra, Kate Saenko, Kuniaki Saito, Piotr Teterwak, Ben Usman
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data. CoRR (2021)
Kuniaki Saito, Kate Saenko
OVANet: One-vs-All Network for Universal Domain Adaptation. ICCV (2021)
Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density. CoRR (2021)
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko
CDS: Cross-Domain Self-supervised Pre-training. ICCV (2021)
Ryo Toda, Atsushi Teramoto, Masakazu Tsujimoto, Hiroshi Toyama, Kazuyoshi Imaizumi, Kuniaki Saito, Hiroshi Fujita
Synthetic CT image generation of shape-controlled lung cancer using semi-conditional InfoGAN and its applicability for type classification. Int. J. Comput. Assist. Radiol. Surg. 16 (2) (2021)
Kuniaki Saito, Ping Hu, Trevor Darrell, Kate Saenko
Learning to Detect Every Thing in an Open World. CoRR (2021)
Masaki Yamazaki, Xingchao Peng, Kuniaki Saito, Ping Hu, Kate Saenko, Yasuhiro Taniguchi
Weakly Supervised Domain Adaptation using Super-pixel labeling for Semantic Segmentation. MVA (2021)
Kuniaki Saito, Donghyun Kim, Kate Saenko
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization. NeurIPS (2021)
Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density. ICCV (2021)
Kuniaki Saito, Kate Saenko
OVANet: One-vs-All Network for Universal Domain Adaptation. CoRR (2021)
Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Haojin Liao, Samarth Mishra, Chandramouli Rajagopalan, Kate Saenko, Kuniaki Saito, Burhan Ul Tayyab, Piotr Teterwak, Ben Usman
VisDA-2021 Competition: Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data. NeurIPS (Competition and Demos) (2021)
Donghyun Kim, Kuniaki Saito, Samarth Mishra, Stan Sclaroff, Kate Saenko, Bryan A. Plummer
Self-supervised Visual Attribute Learning for Fashion Compatibility. ICCVW (2021)
Kuniaki Saito, Donghyun Kim, Kate Saenko
OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers. CoRR (2021)
Kuniaki Saito, Kate Saenko, Ming-Yu Liu
COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder. CoRR (2020)
Yuya Onishi, Atsushi Teramoto, Masakazu Tsujimoto, Tetsuya Tsukamoto, Kuniaki Saito, Hiroshi Toyama, Kazuyoshi Imaizumi, Hiroshi Fujita
Multiplanar analysis for pulmonary nodule classification in CT images using deep convolutional neural network and generative adversarial networks. Int. J. Comput. Assist. Radiol. Surg. 15 (1) (2020)
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Kate Saenko
Universal Domain Adaptation through Self Supervision. CoRR (2020)
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer
MULE: Multimodal Universal Language Embedding. AAAI (2020)
Kuniaki Saito, Kate Saenko, Ming-Yu Liu
COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder. ECCV (3) (2020)
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer
Self-supervised Visual Attribute Learning for Fashion Compatibility. CoRR (2020)
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Kate Saenko
Universal Domain Adaptation through Self Supervision. NeurIPS (2020)
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels. CoRR (2020)
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko
Strong-Weak Distribution Alignment for Adaptive Object Detection. CVPR (2019)
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko
Semi-supervised Domain Adaptation via Minimax Entropy. CoRR (2019)
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer
MULE: Multimodal Universal Language Embedding. CoRR (2019)
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko
Semi-Supervised Domain Adaptation via Minimax Entropy. ICCV (2019)
Kuniaki Saito, Shohei Yamamoto, Yoshitaka Ushiku, Tatsuya Harada
Open Set Domain Adaptation by Backpropagation. CoRR (2018)
Toshihiko Matsuura, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Generalized Bayesian Canonical Correlation Analysis with Missing Modalities. ECCV Workshops (6) (2018)
Kohei Watanabe, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation. CoRR (2018)
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko
Strong-Weak Distribution Alignment for Adaptive Object Detection. CoRR (2018)
Xingchao Peng, Ben Usman, Kuniaki Saito, Neela Kaushik, Judy Hoffman, Kate Saenko
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation. CoRR (2018)
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko
Adversarial Dropout Regularization. ICLR (Poster) (2018)
Toshihiko Matsuura, Kuniaki Saito, Tatsuya Harada
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation. CoRR (2018)
Kuniaki Saito, Shohei Yamamoto, Yoshitaka Ushiku, Tatsuya Harada
Open Set Domain Adaptation by Backpropagation. ECCV (5) (2018)
Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation. CVPR (2018)
Kohei Watanabe, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation. ECCV Workshops (5) (2018)
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Asymmetric Tri-training for Unsupervised Domain Adaptation. CoRR (2017)
Tatsuya Harada, Kuniaki Saito, Yusuke Mukuta, Yoshitaka Ushiku
Deep Modality Invariant Adversarial Network for Shared Representation Learning. ICCV Workshops (2017)
Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada
DualNet: Domain-invariant network for visual question answering. ICME (2017)
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Asymmetric Tri-training for Unsupervised Domain Adaptation. ICML (2017)
Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Spatio-Temporal Person Retrieval via Natural Language Queries. ICCV (2017)
Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation. CoRR (2017)
Andrew Shin, Léopold Crestel, Hiroharu Kato, Kuniaki Saito, Katsunori Ohnishi, Masataka Yamaguchi, Masahiro Nakawaki, Yoshitaka Ushiku, Tatsuya Harada
Melody Generation for Pop Music via Word Representation of Musical Properties. CoRR (2017)
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko
Adversarial Dropout Regularization. CoRR (2017)
Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
Spatio-temporal Person Retrieval via Natural Language Queries. CoRR (2017)
Kuniaki Saito, Yusuke Mukuta, Yoshitaka Ushiku, Tatsuya Harada
DeMIAN: Deep Modality Invariant Adversarial Network. CoRR (2016)
Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada
DualNet: Domain-Invariant Network for Visual Question Answering. CoRR (2016)