With GPT-3, OpenAI showed that a single deep-learning model could be trained ... At first glance, CLIP (Contrastive Language-Image Pre-training) is yet another image recognition system.

equal contribution) Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 2023 Targeted Supervised Contrastive Learning for Long-Tailed Recognition. Tianhong Li*, Peng Cao*, Yuan ...

The field of computer vision and deep learning has never been more critical. From autonomous vehicles and medical diagnostics to industrial robotics and content moderation, machines are ...

This thesis proposes using supervised contrastive learning with Rank-N-Contrast (RNC) loss and Grad-RAM for explainability utilizing structural T1w MRI data. Results indicate that the supervised ...