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cs.CV2026
Boundary-Centric Clip-Budgeted Active Learning for Temporal Action Segmentation
Halil Ismail Helvaci, Sen-ching Samson Cheung
Temporal action segmentation (TAS) in untrimmed videos requires dense temporal supervision. However, most of the annotation cost is spent identifying action transitions where segme…
cs.CV2026
MMTA: Multi Membership Temporal Attention for Fine-Grained Stroke Rehabilitation Assessment
Halil Ismail Helvaci, Justin Huber, Jihye Bae +1
To empower the iterative assessments involved during a person's rehabilitation, automated assessment of a person's abilities during daily activities requires temporally precise seg…
cs.CV2024
Localizing Moments of Actions in Untrimmed Videos of Infants with Autism Spectrum Disorder
Halil Ismail Helvaci, Sen-ching Samson Cheung, Chen-Nee Chuah +1
Autism Spectrum Disorder (ASD) presents significant challenges in early diagnosis and intervention, impacting children and their families. With prevalence rates rising, there is a…