2 papers
cs.LG2025
Simplifying Knowledge Transfer in Pretrained Models
Siddharth Jain, Shyamgopal Karthik, Vineet Gandhi
Pretrained models are ubiquitous in the current deep learning landscape, offering strong results on a broad range of tasks. Recent works have shown that models differing in various…
cs.CV2025
Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues
Rohit Girmaji, Siddharth Jain, Bhav Beri +2
This paper introduces ViNet-S, a 36MB model based on the ViNet architecture with a U-Net design, featuring a lightweight decoder that significantly reduces model size and parameter…