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Pankhi Kashyap

2 accepted papers

2026

Bi-Modal Textual Prompt Learning for Vision-Language Models in Remote Sensing

ICASSP 2026poster

Prompt learning (PL) has emerged as an effective strategy to adapt vision-language models (VLMs), such as CLIP, for downstream tasks under limited supervision. While PL has demonstrated strong generalization on natural image datasets, its transferability to remote sensing (RS) imagery remains undere…

Cited by 0SourcePDFScholar
2025

Spatially-Aware Cross-Modal Contrastive Learning for Low-Shot HSI Classification

ICASSP 2025accepted

Classifying hyperspectral images (HSI) with limited supervision is challenging due to their high dimensionality and complex spectral features, which frequently result in overfitting, especially under extremely low supervision. Existing self-supervised methods for HSI data focus predominantly on spec…

Cited by 0SourceScholar