3 papers
cs.CV2026
Two-Stream temporal transformer for video action classification
Nattapong Kurpukdee, Adrian G. Bors
Motion representation plays an important role in video understanding and has many applications including action recognition, robot and autonomous guidance or others. Lately, transf…
cs.CV2026
Unsupervised Video Class-Incremental Learning via Deep Embedded Clustering Management
Nattapong Kurpukdee, Adrian G. Bors
Unsupervised video class incremental learning (uVCIL) represents an important learning paradigm for learning video information without forgetting, and without considering any data…
cs.CV2025
Unsupervised Video Continual Learning via Non-Parametric Deep Embedded Clustering
Nattapong Kurpukdee, Adrian G. Bors
We propose a realistic scenario for the unsupervised video learning where neither task boundaries nor labels are provided when learning a succession of tasks. We also provide a non…