3 papers
cs.CV2026
Adaptive Latent Trajectory Anchoring for Action Segmentation Dataset Condensation
Artheme Gauthier-Villar, Guodong Ding, Angela Yao
Dataset condensation for action segmentation synthesizes compact, informative representations of long, untrimmed video datasets. The existing approach relies on Variational Autoenc…
cs.CV2025
Condensing Action Segmentation Datasets via Generative Network Inversion
Guodong Ding, Rongyu Chen, Angela Yao
This work presents the first condensation approach for procedural video datasets used in temporal action segmentation. We propose a condensation framework that leverages generative…
cs.CV2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation
Qing Zhong, Guodong Ding, Angela Yao
Temporal context plays a significant role in temporal action segmentation. In an offline setting, the context is typically captured by the segmentation network after observing the…