1 citations · 1 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
Coherent Temporal Synthesis for Incremental Action Segmentation
Guodong Ding, Hans Golong, Angela Yao
Data replay is a successful incremental learning technique for images. It prevents catastrophic forgetting by keeping a reservoir of previous data, original or synthesized, to ensu…
Deep Imbalanced Regression via Hierarchical Classification Adjustment
Haipeng Xiong, Angela Yao
Regression tasks in computer vision, such as age estimation or counting, are often formulated into classification by quantizing the target space into classes. Yet real-world data i…