Mainak Singha

Ph.D.

Mainak Singha

University of Trento 2025–Present mainak.singha@unitn.it

Supervised by

Elisa Ricci

Elisa Ricci

Full Professor

Papers (3)

2026

CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation
CVPR 2026

CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation

Mainak Singha, Sarthak Mehrotra, Paolo Casari, Subhasis Chaudhuri, Elisa Ricci, Biplab Banerjee
PDF Website

2025

FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models
ICCV 2025

FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models

Mainak Singha, Subhankar Roy, Sarthak Mehrotra, Ankit Jha, Moloud Abdar, Biplap Banerjee, Elisa Ricci
PDF Website

2024

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