ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections

2 August 2017

Papers citing "ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections"

12 / 12 papers shown

Title
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters Hongyu Zhao Hao Tan Hongyuan Mei MoE 36 16 0 18 Oct 2022
pNLP-Mixer: an Efficient all-MLP Architecture for Language Francesco Fusco Damian Pascual Peter W. J. Staar Diego Antognini 37 29 0 09 Feb 2022
Tiny Neural Models for Seq2Seq A. Kandoor 26 0 0 07 Aug 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 23 366 0 16 Jun 2021
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge Xiaoyue Wen M. Famouri Andrew Hryniowski Alexander Wong SSeg 13 7 0 29 Apr 2021
SEFR: A Fast Linear-Time Classifier for Ultra-Low Power Devices Hamidreza Keshavarz M. S. Abadeh Reza Rawassizadeh 21 15 0 08 Jun 2020
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 28 141 0 02 Nov 2019
On-Device Text Representations Robust To Misspellings via Projections Chinnadhurai Sankar Sujith Ravi Zornitsa Kozareva 13 2 0 14 Aug 2019
A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices Mineto Tsukada Masaaki Kondo Hiroki Matsutani 25 72 0 23 Jul 2019
Transferable Neural Projection Representations Chinnadhurai Sankar Sujith Ravi Zornitsa Kozareva 18 8 0 04 Jun 2019
EdgeSegNet: A Compact Network for Semantic Segmentation Z. Q. Lin Brendan Chwyl A. Wong SSeg 17 9 0 10 May 2019
SYQ: Learning Symmetric Quantization For Efficient Deep Neural Networks Julian Faraone Nicholas J. Fraser Michaela Blott Philip H. W. Leong MQ 30 133 0 01 Jul 2018