Search Results for author: Takashi Isobe

Found 6 papers, 3 papers with code

Multi-Target Domain Adaptation with Collaborative Consistency Learning

no code implementations CVPR 2021 Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi, Jianzhuang Liu, Huchuan Lu, Shengjin Wang

To obtain a single model that works across multiple target domains, we propose to simultaneously learn a student model which is trained to not only imitate the output of each expert on the corresponding target domain, but also to pull different expert close to each other with regularization on their weights.

Multi-target Domain Adaptation Semantic Segmentation +1

Revisiting Temporal Modeling for Video Super-resolution

1 code implementation13 Aug 2020 Takashi Isobe, Fang Zhu, Xu Jia, Shengjin Wang

Video super-resolution plays an important role in surveillance video analysis and ultra-high-definition video display, which has drawn much attention in both the research and industrial communities.

Video Super-Resolution

Video Super-resolution with Temporal Group Attention

1 code implementation CVPR 2020 Takashi Isobe, Songjiang Li, Xu Jia, Shanxin Yuan, Gregory Slabaugh, Chunjing Xu, Ya-Li Li, Shengjin Wang, Qi Tian

Video super-resolution, which aims at producing a high-resolution video from its corresponding low-resolution version, has recently drawn increasing attention.

Video Super-Resolution

Intra-clip Aggregation for Video Person Re-identification

no code implementations5 May 2019 Takashi Isobe, Jian Han, Fang Zhu, Ya-Li Li, Shengjin Wang

Video-based person re-identification has drawn massive attention in recent years due to its extensive applications in video surveillance.

Data Augmentation Video-Based Person Re-Identification

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