2 papers
cs.CV2026
HiResNets: Native Full-HD Video Recognition with Foveal Residual Streams
Shivani Mall, Swarnim Jain, Joao F. Henriques
Much of the recent progress in image and video recognition has come at the cost of memory: larger models, increased resolution, and longer temporal contexts. An inevitable componen…
cs.CV2025
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
Shivani Mall, Joao F. Henriques
Continual learning (CL) promises to allow neural networks to learn from continuous streams of inputs, instead of IID (independent and identically distributed) sampling, which requi…