Unsupervised Domain Adaptation for EM Image Denoising with Invertible Networks

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Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression

S Wu, Y Chen, D Liu, Z He - arxiv preprint arxiv:2502.09971, 2025 - arxiv.org
In this paper, we study how to synthesize a dynamic reference from an external dictionary to
perform conditional coding of the input image in the latent domain and how to learn the …
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Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising

J **e, W Ko, RX Zhang, B Yao - arxiv preprint arxiv:2409.05118, 2024 - arxiv.org
Image denoising is a critical task in various scientific fields such as medical imaging and
material characterization, where the accurate recovery of underlying structures from noisy …
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