3 papers
cs.LG2026
Task Switching Without Forgetting via Proximal Decoupling
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger +2
In continual learning, the primary challenge is to learn new information without forgetting old knowledge. A common solution addresses this trade-off through regularization, penali…
cs.CV2026
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation
Finlay G. C. Hudson, William A. P. Smith
We present Track Anything Behind Everything (TABE), a novel pipeline for zero-shot amodal video object segmentation. Unlike existing methods that require pretrained class labels, o…
cs.CV2025
TAPVid-360: Tracking Any Point in 360 from Narrow Field of View Video
Finlay G. C. Hudson, James A. D. Gardner, William A. P. Smith
Humans excel at constructing panoramic mental models of their surroundings, maintaining object permanence and inferring scene structure beyond visible regions. In contrast, current…