SC2 Benchmark: Supervised Compression for Split Computing

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SC2 Benchmark: Supervised Compression for Split Computing

16 March 2022

Yoshitomo Matsubara

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Papers citing "SC2 Benchmark: Supervised Compression for Split Computing"

7 / 7 papers shown

Title
On the Impact of White-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Bram Adams Ahmed E. Hassan VLM 142 0 0 01 Nov 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 169 5 0 25 Mar 2024
On the Impact of Black-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Emad Fallahzadeh Bram Adams Ahmed E. Hassan MQ 150 3 0 25 Mar 2024
Resilience of Entropy Model in Distributed Neural Networks Milin Zhang Mohammad Abdi Shahriar Rifat Francesco Restuccia AAML 72 0 0 01 Mar 2024
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss Kei Iino Shunsuke Akamatsu Hiroshi Watanabe Shohei Enomoto Akira Sakamoto Takeharu Eda 40 0 0 13 Feb 2024
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models Dan G. Jacobellis Daniel Cummings N. Yadwadkar 50 2 0 15 Jan 2024
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Alireza Furutanpey Philipp Raith Schahram Dustdar 126 7 0 21 Feb 2023