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eess.IV2024★ 1 cited
A Training-Free Defense Framework for Robust Learned Image Compression
Myungseo Song, Jinyoung Choi, Bohyung Han
We study the robustness of learned image compression models against adversarial attacks and present a training-free defense technique based on simple image transform functions. Rec…
eess.IV2021★ 4 cited
Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform
Myungseo Song, Jinyoung Choi, Bohyung Han
We propose a versatile deep image compression network based on Spatial Feature Transform (SFT arXiv:1804.02815), which takes a source image and a corresponding quality map as input…