2 citations · 2 across the 2 of their papers we have counts for
3 papers · 1 filter
Image Classifiers are Efficient Self-Supervised Video Representation Learners
Owais Iqbal, Sudipta Sarkar, Shyam Marjit +3
We introduce VideoMSN, a Masked Siamese Network framework for efficient self-supervised spatio-temporal representation learning in videos. Instead of relying on heavy 3D architectu…
SITAR: Semi-supervised Image Transformer for Action Recognition
Owais Iqbal, Omprakash Chakraborty, Aftab Hussain +2
Recognizing actions from a limited set of labeled videos remains a challenge as annotating visual data is not only tedious but also can be expensive due to classified nature. Moreo…
Convolutional Prompting meets Language Models for Continual Learning
Anurag Roy, Riddhiman Moulick, Vinay K. Verma +2
Continual Learning (CL) enables machine learning models to learn from continuously shifting new training data in absence of data from old tasks. Recently, pretrained vision transfo…