Md Aminur Hossain
PulseAugur coverage of Md Aminur Hossain — every cluster mentioning Md Aminur Hossain across labs, papers, and developer communities, ranked by signal.
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New SFG-SwinSR model enhances remote sensing image super-resolution
Researchers have developed a new model called SFG-SwinSR, which enhances remote sensing image super-resolution by incorporating a Spatial-Frequency Gated Feed-Forward Network. This novel approach distinguishes between l…
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AlignJEPA framework enhances remote sensing models with predictive vision-language alignment
Researchers have introduced AlignJEPA, a novel framework designed to improve the alignment between remote sensing foundation models and natural language. This approach utilizes a JEPA-inspired predictive alignment metho…
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Hybrid Quantum-Classical Model Advances Remote Sensing AI
Researchers have developed HQ-JEPA, a novel hybrid quantum-classical architecture for learning representations from cross-modal remote sensing data. This framework enhances joint-embedding predictive architectures by in…
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Hybrid quantum-classical networks boost remote sensing image segmentation
Researchers have developed two new hybrid quantum-classical neural network architectures, HQF-Net and HQ-UNet, for remote sensing image segmentation. HQF-Net integrates a frozen DINOv3 ViT-L/16 backbone with a U-Net str…