Scholar
Mainak Singha
Google Scholar ID: DvIe72QAAAAJ
Marie-Curie & ELLIS PhD Fellow at University of Trento
Computer Vision
Vision-Language Models
Multimodal AI
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Citations & Impact
All-time
Citations
226
H-index
6
i10-index
4
Publications
18
Co-authors
9
list available
Contact
Email
mainaksingha.iitb@gmail.com
CV
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GitHub
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Publications
11 items
CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation
2026
Cited
0
bi-modal textual prompt learning for vision-language models in remote sensing
2026
Cited
0
MMLGNet: Cross-Modal Alignment of Remote Sensing Data using CLIP
2026
Cited
0
SDHSI-Net: Learning Better Representations for Hyperspectral Images via Self-Distillation
2026
Cited
0
Reconstruction Guided Few-shot Network For Remote Sensing Image Classification
2026
Cited
0
How (Mis)calibrated is Your Federated CLIP and What To Do About It?
2025
Cited
0
Detecting AI Hallucinations in Finance: An Information-Theoretic Method Cuts Hallucination Rate by 92%
2025
Cited
0
Discovery of a 13-Sharpe OOS Factor: Drift Regimes Unlock Hidden Cross-Sectional Predictability
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 7 papers during master's studies, including 2 Best Paper Awards.
Feb 2024: Paper 'ODG-CLIP' accepted at CVPR 2024.
Dec 2023: 'C-SAW' received Best Paper Award at ICVGIP 2023.
Oct 2023: 'StyLIP' accepted at WACV 2024; 'C-SAW' accepted at ICVGIP 2023.
Sep 2023: 'HAVE-Net' received Best Paper Award at ECML-PKDDw 2023.
Aug 2023: 'GOPro' accepted at BMVC 2023; 'AD-CLIP' accepted at ICCVw 2023.
Jul 2023: 'HAVE-Net' accepted at ECML-PKDDw 2023.
Apr 2023: 'APPLeNet', a Vision-Language Model for remote sensing, accepted at CVPRw 2023.
Co-authors
9 total
Dr. Biplab Banerjee
Associate Professor, CSRE, CMInDS, KCDH, Indian Institute of Technology Bombay (IIT BOMBAY)
Ankit Jha
Researcher and Faculty, CSE, The LNMIIT Jaipur
Co-author 3
Elisa Ricci
University of Trento & Fondazione Bruno Kessler
Moloud Abdar
Senior Data Scientist, The University of Queensland, Australia
Enrico Fini
Member of Technical Staff, Microsoft AI
Jocelyn Chanussot
INRIA, on leave from Grenoble INP
Muhammad Haris Khan
Faculty at Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI) - UAE
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