Mainak Singha
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Analysis
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
vision-language model
(4)
prompt learning
(3)
domain generalization
(2)
few-shot learning
(2)
optimal transport
(1)
multimodal learning
(1)
point cloud
(1)
foundation model
(1)
zero-shot generalization
(1)
open-set recognition
(1)
visual prompt tuning
(1)
clip model
(1)
multi-scale feature
(1)
domain shift
(1)
cross-attention mechanism
(1)
open-set domain generalization
(1)
prompt tuning
(1)
low-shot learning
(1)
multi-scale style
(1)
federated learning
(1)
Papers
CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation
CVPR 2026
FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models
ICCV 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
CVPR 2025
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning
ECCV 2024
STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization
WACV 2024
Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
CVPR 2024