jremmons / nnfc-papers

Related papers for the machine features compression project

Machine Feature Compression (Relevant Papers)

Description: the papers listed below are the set of papers I have read that are relevant to this project.

Overview papers and books

Advanced Video Coding Systems (2015)

Introduction to Data Compression (2013)

Cloud/Mobile split arbitrary function

COMET: Code Offload by Migrating Execution Transparently (2012)

CloneCloud: Elastic Execution between Mobile Device and Cloud (2011)

Cloud/Mobile split deep networks

Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms (2018)

JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services (2018)

Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge (2017)

A Hybrid Approach to Offloading Mobile Image Classification (2014)

Deep networks in mobile/edge device

DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework (2018)

Are Very Deep Neural Networks Feasible on Mobile Devices? (2016)

MCDNN: An Approximation-Based Execution Framework for Deep Stream Processing Under Resource Constraints (2016)

Feature/Descriptor compression

A Joint Compression Scheme of Video Feature Descriptors and Visual Content (2017)

Keypoint Encoding for Improved Feature Extraction from Compressed Video at Low Bitrates (2016)

Interframe Coding of Feature Descriptors for Mobile Augmented Reality (2014)

Video/Image retrieval

Compact Deep Invariant Descriptors for Video Retrieval (2017)

Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval (2016)