Domain Adaptation

Bridging Distributional Discrepancy with Temporal Dynamics for Video Understanding

Invited talk by Dr. Jun-Cheng Chen at Academia Sinica

My Research Journey for Video Understanding

Invited talk by Prof. Yen-Yu Lin at NYCU

Bridging Distributional Discrepancy with Temporal Dynamics for Video Understanding

\[**Thesis**\] My Ph.D. Dissertation at Georgia Tech.

Action Segmentation with Temporal Domain Adaptation

Cross-domain action segmentation by aligning temporal feature spaces.

Temporal Attentive Alignment for Video Domain Adaptation

Cross-domain action recognition with new datasets and novel video-based DA approaches.

Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation

\[**CVPR 2020**\] Cross-domain action segmentation by aligning feature spaces across multiple temporal scales with self-supervised learning to reduce spatio-temporal variability.

Action Segmentation with Mixed Temporal Domain Adaptation

\[**WACV 2020**\] Cross-domain action segmentation by aligning temporal feature spaces to reduce spatio-temporal variability.

Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

\[**ICCV 2019 (Oral)**\] Cross-domain action recognition with new datasets and novel attention-based DA approaches.