DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks.
Simon WiedemannHeiner KirchhofferStefan MatlagePaul HaaseArturo MarbánTalmaj MarincDavid NeumannTung NguyenAhmed OsmanDetlev MarpeHeiko SchwarzThomas WiegandWojciech SamekPublished in: CoRR (2019)
Keyphrases
- compression algorithm
- neural network
- data compression
- image compression
- compression ratio
- bitstream
- compression scheme
- low bit rate
- wavelet based image
- quadtree decomposition
- bit rate
- lossless data compression
- artificial neural networks
- cosine transform
- jpeg images
- file size
- multiscale
- trellis coded quantization
- image processing
- arithmetic coding
- compression standards
- reconstructed image
- vector quantization
- gray level
- image quality
- higher compression ratio