Mainak Singha

According to our database, Mainak Singha authored at least 11 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation.

Munish Monga, Sachin Kumar Giroh, Ankit Jha, Mainak Singha, Biplab Banerjee, Jocelyn Chanussot

CoRR, 2024

StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization.

Shirsha Bose, Ankit Jha, Enrico Fini, Mainak Singha, Elisa Ricci, Biplab Banerjee

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery✱.

Bhupendra Solanki, Ashwin R. Nair, Mainak Singha, Souradeep Mukhopadhyay, Ankit Jha, Biplab Banerjee

Proceedings of the Fifteenth Indian Conference on Computer Vision Graphics and Image Processing, 2024

Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning.

Mainak Singha, Ankit Jha, Divyam Gupta, Pranav Singla, Biplab Banerjee

Proceedings of the Computer Vision - ECCV 2024, 2024

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

Mainak Singha, Ankit Jha, Shirsha Bose, Ashwin R. Nair, Moloud Abdar, Biplab Banerjee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery.

Sai Bhargav Rongali, Sarthak Mehrotra, Ankit Jha, Mohamad Hassan N C, Shirsha Bose, Tanisha Gupta, Mainak Singha, Biplab Banerjee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

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

Ankit Jha, Debabrata Pal, Mainak Singha, Naman Agarwal, Biplab Banerjee

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

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

Avigyan Bhattacharya, Mainak Singha, Ankit Jha, Biplab Banerjee

Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

AD-CLIP: Adapting Domains in Prompt Space Using CLIP.

Mainak Singha, Harsh Pal, Ankit Jha, Biplab Banerjee

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

Mainak Singha, Ankit Jha, Bhupendra Solanki, Shirsha Bose, Biplab Banerjee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Mainak Singha, Ankit Jha, Biplab Banerjee

Proceedings of the 34th British Machine Vision Conference 2023, 2023