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01/17/2021
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks
Pruning has become a promising technique used to compress and accelerate...
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12/03/2020
How to Exploit the Transferability of Learned Image Compression to Conventional Codecs
Lossy image compression is often limited by the simplicity of the chosen...
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10/05/2020
Joint Pruning Quantization for Extremely Sparse Neural Networks
We investigate pruning and quantization for deep neural networks. Our go...
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10/19/2019
Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding
Digital media is ubiquitous and produced in ever-growing quantities. Thi...
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05/10/2019
Dynamically Expanded CNN Array for Video Coding
Video coding is a critical step in all popular methods of streaming vide...
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03/23/2019