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Posts

Blog Post number 4

less than 1 minute read

Published: August 14, 2015

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published: August 14, 2014

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published: August 14, 2013

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published: August 14, 2012

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

Portfolio item number 1

Published: October 05, 2024

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Portfolio item number 2

Published: October 05, 2024

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publications

APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023

Recommended citation: @inproceedings{singha2023applenet, title={Applenet: Visual attention parameterized prompt learning for few-shot remote sensing image generalization using clip}, author={Singha, Mainak and Jha, Ankit and Solanki, Bhupendra and Bose, Shirsha and Banerjee, Biplab}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, year={2023} }

HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues

Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Workshops, 2023

AD-CLIP: Adapting Domains in Prompt Space Using CLIP

Published in IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023

GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning

Published in British Machine Vision Conference (BMVC), 2023

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

Published in Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2023

Recommended citation: @inproceedings{bhattacharya2023c, title={C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing}, author={Bhattacharya, Avigyan and Singha, Mainak and Jha, Ankit and Banerjee, Biplab}, booktitle={Proceedings of the Fourteenth Indian Conference on Computer Vision, Graphics and Image Processing}, pages={1--10}, year={2023} }

STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization

Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024

Recommended citation: @inproceedings{bose2024stylip, title={Stylip: Multi-scale style-conditioned prompt learning for clip-based domain generalization}, author={Bose, Shirsha and Jha, Ankit and Fini, Enrico and Singha, Mainak and Ricci, Elisa and Banerjee, Biplab}, booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision}, pages={5542--5552}, year={2024} }

Unknown Prompt, the only Lacuna: Unveiling CLIP’s Potential for Open Domain Generalization

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Mainak Singha

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