Singha, Mainak
- AD-CLIP: Adapting Domains in Prompt Space Using CLIP
2023/08/10 by Mainak Singha, Harsh Pal, Singha, Mainak +5 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization
2023/02/18 by Shirsha Bose, Bose, Shirsha, Ankit Jha +9 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery
2024/04/08 by Rongali, Sai Bhargav, Mehrotra, Sarthak, Jha, Ankit +5 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP
2023/04/12 by Singha, Mainak, Jha, Ankit, Solanki, Bhupendra +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
2024/03/31 by Mainak Singha, Singha, Mainak, Ankit Jha +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
2025/03/20 by Mohamad Hassan N C, Divyam Gupta, C, Mohamad Hassan N +11 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Research Studies #Lung Cancer Treatments and Mutations
- Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning
2024/07/05 by Singha, Mainak, Jha, Ankit, Gupta, Divyam +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery
2024/11/04 by Bhupendra Solanki, Ashwin Nair, Solanki, Bhupendra +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling