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eess.IV2022
PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework
Ning Kang, Shanzhao Qiu, Shifeng Zhang +2
Generative model based image lossless compression algorithms have seen a great success in improving compression ratio. However, the throughput for most of them is less than 1 MB/s…
eess.IV2022
Split Hierarchical Variational Compression
Tom Ryder, Chen Zhang, Ning Kang +1
Variational autoencoders (VAEs) have witnessed great success in performing the compression of image datasets. This success, made possible by the bits-back coding framework, has pro…