no code implementations • 31 Dec 2022 • Sandipan Sarma, Arijit Sur
Inspired by strategies like Active Learning, it is intuitive that intelligently selecting the training classes from a dataset for Zero-Shot Learning (ZSL) can improve the performance of existing ZSL methods.
1 code implementation • British Machine Vision Conference 2022 • Sandipan Sarma, Sushil Kumar, Arijit Sur
Zero-shot detection (ZSD) is a challenging task where we aim to recognize and localize objects simultaneously, even when our model has not been trained with visual samples of a few target ("unseen") classes.
Ranked #2 on Generalized Zero-Shot Object Detection on MS-COCO