Research

Papers for “imagenet”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Memory Matching Networks for One-Shot Image Recognition	Qi Cai, Yingwei Pan, Ting Yao	2018	arxiv 1804.08281
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures	Sergey Bartunov, Adam Santoro, Blake A. Richards	2018	arxiv 1807.04587
Speeding up convolutional networks pruning with coarse ranking	Zi Wang, Chengcheng Li, Dali Wang	2019	arxiv 1902.06385
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning	Shaohui Lin, Rongrong Ji, Chenqian Yan	2019	arxiv 1903.09291
Progressive Stochastic Binarization of Deep Networks	David Hartmann, Michael Wand	2019	arxiv 1904.02205
An Analysis of Pre-Training on Object Detection	Hengduo Li, Bharat Singh, Mahyar Najibi	2019	arxiv 1904.05871
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks	Zhonghui You, Kun Yan, Jinmian Ye	2019	arxiv 1909.08174
4-Connected Shift Residual Networks	Andrew Brown, Pascal Mettes, Marcel Worring	2019	arxiv 1910.09931
Automatic Generation of Multi-precision Multi-arithmetic CNN Accelerators for FPGAs	Yiren Zhao, Xitong Gao, Xuan Guo	2019	arxiv 1910.10075
Densely Connected Search Space for More Flexible Neural Architecture Search	Jiemin Fang, Yuzhu Sun, Qian Zhang	2019	arxiv 1906.09607
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search	Jiemin Fang, Yuzhu Sun, Kangjian Peng	2020	arxiv 2001.02525
Alpha-Net: Architecture, Models, and Applications	Jishan Shaikh, Adya Sharma, Ankit Chouhan	2020	arxiv 2007.07221
Large image datasets: A pyrrhic win for computer vision?	Vinay Uday Prabhu, Abeba Birhane	2020	arxiv 2006.16923
A Progressive Sub-Network Searching Framework for Dynamic Inference	Li Yang, Zhezhi He, Yu Cao	2020	arxiv 2009.05681
Sub-clusters of Normal Data for Anomaly Detection	Gahye Lee, Seungkyu Lee	2020	arxiv 2011.08408
Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks	Charbel Sakr, Naigang Wang, Chia-Yu Chen	2019	arxiv 1901.06588
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours	Dimitrios Stamoulis, Ruizhou Ding, Di Wang	2019	arxiv 1904.02877
Multinomial Distribution Learning for Effective Neural Architecture Search	Xiawu Zheng, Rongrong Ji, Lang Tang	2019	arxiv 1905.07529
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance	Zechun Liu, Wenhan Luo, Baoyuan Wu	2018	arxiv 1811.01335
Channel Gating Neural Networks	Weizhe Hua, Yuan Zhou, Christopher De Sa	2018	arxiv 1805.12549

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