Quantization Mimic: Towards Very Tiny CNN for Object Detection

Quantization Mimic: Towards Very Tiny CNN for Object Detection

6 May 2018

Papers citing "Quantization Mimic: Towards Very Tiny CNN for Object Detection"

16 / 16 papers shown

Title
An Empirical Study of Adder Neural Networks for Object Detection Xinghao Chen Chang Xu Minjing Dong Chunjing Xu Yunhe Wang 75 15 0 27 Dec 2021
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression Weiyue Su Xuyi Chen Shi Feng Jiaxiang Liu Weixin Liu Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang 26 13 0 04 Jun 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu-Lin Liu Hengshuang Zhao Jiaya Jia 147 420 0 19 Apr 2021
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation Jiabin Zhang Zheng Zhu Jiwen Lu Junjie Huang Guan Huang Jie Zhou 3DH 16 13 0 06 Apr 2021
Distilling Object Detectors via Decoupled Features Jianyuan Guo Kai Han Yunhe Wang Han Wu Xinghao Chen Chunjing Xu Chang Xu 24 199 0 26 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 16 225 0 16 Mar 2021
Split Computing for Complex Object Detectors: Challenges and Preliminary Results Yoshitomo Matsubara Marco Levorato 38 24 0 27 Jul 2020
AQD: Towards Accurate Fully-Quantized Object Detection Peng Chen Jing Liu Bohan Zhuang Mingkui Tan Chunhua Shen MQ 15 10 0 14 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 19 2,835 0 09 Jun 2020
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 20 17 0 22 Sep 2019
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations Bohan Zhuang Jing Liu Mingkui Tan Lingqiao Liu Ian Reid Chunhua Shen MQ 17 44 0 10 Aug 2019
MoBiNet: A Mobile Binary Network for Image Classification Hai T. Phan Dang T. Huynh Yihui He Marios Savvides Zhiqiang Shen MQ 28 48 0 29 Jul 2019
Training Quantized Neural Networks with a Full-precision Auxiliary Module Bohan Zhuang Lingqiao Liu Mingkui Tan Chunhua Shen Ian Reid MQ 21 62 0 27 Mar 2019
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 24 28 0 28 Nov 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 62 2,417 0 06 Sep 2018
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 311 1,047 0 10 Feb 2017