Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN

20 March 2020

Xin Gao

Papers citing "Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN"

24 / 24 papers shown

Title
Data-Free Quantization Through Weight Equalization and Bias Correction Markus Nagel M. V. Baalen Tijmen Blankevoort Max Welling MQ 75 515 0 11 Jun 2019
Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers Jingwen Ye Xinchao Wang Yixin Ji Kairi Ou Xiuming Zhang MoMe 55 31 0 28 May 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More Jingwen Ye Yixin Ji Xinchao Wang Kairi Ou Dapeng Tao Xiuming Zhang MoMe 122 77 0 23 Apr 2019
Data-Free Learning of Student Networks Hanting Chen Yunhe Wang Chang Xu Zhaohui Yang Chuanjian Liu Boxin Shi Chunjing Xu Chao Xu Qi Tian FedML 70 372 0 02 Apr 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 95 233 0 26 Feb 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation Jun Wen Risheng Liu Nenggan Zheng Qian Zheng Zhefeng Gong Junsong Yuan 95 41 0 12 Nov 2018
Amalgamating Knowledge towards Comprehensive Classification Chengchao Shen L. Câlmâc Mingli Song Li Sun Xiuming Zhang MoMe 74 93 0 07 Nov 2018
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN J. Gao Zijian Guo Zerui Li Ram Nevatia VLM 116 20 0 21 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 184 7,380 0 27 Oct 2017
Data-Free Knowledge Distillation for Deep Neural Networks Raphael Gontijo-Lopes Stefano Fenu Thad Starner 79 273 0 19 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 429 26,605 0 05 Sep 2017
Multi-Label Image Classification with Regional Latent Semantic Dependencies Junjie Zhang Qi Wu Chunhua Shen Jian Zhang Jianfeng Lu 94 167 0 04 Dec 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 86 3,889 0 30 Jun 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 98 1,163 0 15 Apr 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 103 1,351 0 12 Apr 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 128 617 0 17 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 357 10,204 0 16 Mar 2016
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 120 2,478 0 27 Oct 2015
Data-free parameter pruning for Deep Neural Networks Suraj Srinivas R. Venkatesh Babu 3DPC 87 547 0 22 Jul 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,764 0 09 Mar 2015
Pedestrian Detection aided by Deep Learning Semantic Tasks Yonglong Tian Ping Luo Xiaogang Wang Xiaoou Tang 74 434 0 29 Nov 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 238 8,363 0 06 Nov 2014
CNN: Single-label to Multi-label Yunchao Wei Wei Xia Junshi Huang Bingbing Ni Jian Dong Yao-Min Zhao Shuicheng Yan 121 677 0 22 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 442 43,875 0 01 May 2014