The first paired POCUS-to-high-end ultrasound dataset is released and a cGAN baseline raises SSIM from 0.29 to 0.54 and PSNR from 19.16 dB to 22.41 dB on 1064 test pairs.
and Khvedchenya, Eugene and Parinov, Alex and Druzhinin, Mikhail and Kalinin, Alexandr A
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DeFakerOne integrates InternVL2 and SAM2 into a single model that achieves state-of-the-art results on 39 detection and 9 localization benchmarks for unified fake image detection and localization.
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A Paired Point-of-Care Ultrasound Dataset for Image Quality Enhancement and Benchmarking via a cGAN Baseline
The first paired POCUS-to-high-end ultrasound dataset is released and a cGAN baseline raises SSIM from 0.29 to 0.54 and PSNR from 19.16 dB to 22.41 dB on 1064 test pairs.
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Venus-DeFakerOne: Unified Fake Image Detection & Localization
DeFakerOne integrates InternVL2 and SAM2 into a single model that achieves state-of-the-art results on 39 detection and 9 localization benchmarks for unified fake image detection and localization.