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Swalpa Kumar Roy

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DeepArt: A Benchmark to Advance Fidelity Research in AI-Generated Content

Dec 24, 2023
Wentao Wang, Xuanyao Huang, Tianyang Wang, Swalpa Kumar Roy

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A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement

Dec 06, 2023
Risab Biswas, Swalpa Kumar Roy, Umapada Pal

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DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization

Dec 06, 2023
Risab Biswas, Swalpa Kumar Roy, Ning Wang, Umapada Pal, Guang-Bin Huang

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Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping

Aug 09, 2023
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M Atkinson, Pedram Ghamisi

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Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction

Jun 08, 2023
Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi

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OCFormer: One-Class Transformer Network for Image Classification

Apr 25, 2022
Prerana Mukherjee, Chandan Kumar Roy, Swalpa Kumar Roy

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Deep Hyperspectral Unmixing using Transformer Network

Mar 31, 2022
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders

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Multimodal Fusion Transformer for Remote Sensing Image Classification

Mar 31, 2022
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot

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Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification

Jan 04, 2022
Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu

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diffGrad: An Optimization Method for Convolutional Neural Networks

Sep 12, 2019
Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri

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