Ankit Jha
- AD-CLIP: Adapting Domains in Prompt Space Using CLIP
2023/08/10 by Mainak Singha, Harsh Pal, Singha, Mainak +5 · 12 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 · 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
- APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP
2023/04/12 by Mainak Singha, Ankit Jha, Singha, Mainak +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
2024/03/31 by Mainak Singha, Singha, Mainak, Ankit Jha +9 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
2023/11/05 by Prathmesh Bele, Valay Bundele, Bele, Prathmesh +9 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Respiratory viral infections research
- OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
2025/03/20 by Mohamad Hassan N C, C, Mohamad Hassan N, Divyam Gupta +11 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Research Studies #Lung Cancer Treatments and Mutations
- GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery
2024/11/04 by Bhupendra Solanki, Solanki, Bhupendra, Ashwin Nair +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