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Ruei-Sung Lin

3 accepted papers

2024

Bidirectional Autoregessive Diffusion Model for Dance Generation

CVPR 2024poster

Dance serves as a powerful medium for expressing human emotions but the lifelike generation of dance is still a considerable challenge. Recently diffusion models have showcased remarkable generative abilities across various domains. They hold promise for human motion generation due to their adaptabl…

Cited by 8SourcePDFScholar
2024

DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

CVPR 2024poster

In Multiple Object Tracking objects often exhibit non-linear motion of acceleration and deceleration with irregular direction changes. Tacking-by-detection (TBD) trackers with Kalman Filter motion prediction work well in pedestrian-dominant scenarios but fall short in complex situations when multipl…

Cited by 21SourcePDFScholar
2023

Prior-Enhanced Temporal Action Localization Using Subject-Aware Spatial Attention

ICASSP 2023accepted

Temporal action localization (TAL) aims to detect the boundary and identify the class of each action instance in a long untrimmed video. Current approaches treat video frames homogeneously, and tend to give background and key objects excessive attention. This limits their sensitivity to localize act…

Cited by 0SourceScholar