HQF-Net: A Hybrid Quantum-Classical Multi-Scale Fusion Network for Remote Sensing Image Segmentation. - Md Aminur Hossain; Ayush V. Patel; Siddhant Gole; Sanjay K. Singh; Biplab Banerjee (CoRR, 2026)

GeoMeld: Toward Semantically Grounded Foundation Models for Remote Sensing. - Maram Hasan; Md Aminur Hossain; Savitra Roy; Souparna Bhowmik; Ayush V. Patel; Mainak Singha; Subhasis Chaudhuri; Muhammad Haris Khan; Biplab Banerjee (CoRR, 2026)

QMC-Net: Data-Aware Quantum Representations for Remote Sensing Image Classification. - Md Aminur Hossain; Ayush V. Patel; Biplab Banerjee (CoRR, 2026)

HQ-UNet: A Hybrid Quantum-Classical U-Net with a Quantum Bottleneck for Remote Sensing Image Segmentation. - Md Aminur Hossain; Ayush V. Patel; Ikshwaku Vanani; Biplab Banerjee (CoRR, 2026)

Spatial-Frequency Gated Swin Transformer for Remote Sensing Single-Image Super-Resolution. - Md Aminur Hossain; Parekh Valkesh; Ayush V. Patel; Yogesh Jethani; Sanjay K. Singh; Biplab Banerjee (CoRR, 2026)

HQ-JEPA: Hybrid Quantum Joint-Embedding Predictive Architecture for Cross-Modal Remote Sensing Representation Learning. - Md Aminur Hossain; Ayush V. Patel; Sanjay K. Singh; Biplab Banerjee (CoRR, 2026)