Search Results for author: Avigyan Bhattacharya

Found 3 papers, 0 papers with code

C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing

no code implementations27 Nov 2023 Avigyan Bhattacharya, Mainak Singha, Ankit Jha, Biplab Banerjee

To this end, we introduce C-SAW, a method that complements CLIP with a self-supervised loss in the visual space and a novel prompt learning technique that emphasizes both visual domain and content-specific features.

Language Modelling Zero-shot Generalization

Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization

no code implementations5 Nov 2023 Prathmesh Bele, Valay Bundele, Avigyan Bhattacharya, Ankit Jha, Gemma Roig, Biplab Banerjee

Single-source open-domain generalization (SS-ODG) addresses the challenge of labeled source domains with supervision during training and unlabeled novel target domains during testing.

Domain Generalization

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