Search Results for author: Sandipan Sarma

Found 2 papers, 1 papers with code

DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning

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.

Active Learning Attribute +4

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Resolving Semantic Confusions for Improved Zero-Shot Detection

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

Generalized Zero-Shot Object Detection Transfer Learning +2

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