Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

2 August 2021

Papers citing "Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"

42 / 42 papers shown

Title
An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Yiju Yang Tianxiao Zhang Guanyue Li Taejoon Kim Guanghui Wang OOD 62 24 0 31 Dec 2021
Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network Usman Sajid Guanghui Wang 54 9 0 17 Dec 2021
A Domain Gap Aware Generative Adversarial Network for Multi-domain Image Translation Wenju Xu Guanghui Wang 63 14 0 21 Oct 2021
Audio-Visual Transformer Based Crowd Counting Usman Sajid Xiangyu Chen Hasan Sajid Taejoon Kim Guanghui Wang ViT 74 22 0 04 Sep 2021
A Fine-Grained Visual Attention Approach for Fingerspelling Recognition in the Wild Kamala Gajurel Cuncong Zhong Guanghui Wang SLR 29 13 0 17 May 2021
Few-Shot Learning by Integrating Spatial and Frequency Representation Xiangyu Chen Guanghui Wang 52 27 0 11 May 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation Krushi Patel A. Bur Guanghui Wang 129 102 0 03 May 2021
SGNet: A Super-class Guided Network for Image Classification and Object Detection Kaidong Li Ningning Wang Yiju Yang Guanghui Wang 115 22 0 26 Apr 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 80 69 0 19 Jan 2021
Learning Disentangled Semantic Representation for Domain Adaptation Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Zhifeng Hao OOD DRL 39 128 0 22 Dec 2020
Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter Tianxiao Zhang Xiaohan Zhang Yiju Yang Zongbo Wang Guanghui Wang ObjD 44 14 0 17 Dec 2020
Deep Feature Augmentation for Occluded Image Classification Feng Cen Xiaoyu Zhao Wuzhuang Li Guanghui Wang 54 58 0 02 Nov 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 267 18,607 0 13 Feb 2020
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Sheng Jin Zhaowei Cheng Xinyu Jin Xiansheng Hua 55 196 0 27 Dec 2019
MDFN: Multi-Scale Deep Feature Learning Network for Object Detection Wenchi Ma Yuanwei Wu Feng Cen Guanghui Wang ObjD 38 134 0 10 Dec 2019
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Seung-Min Lee Dongwan Kim Namil Kim Seong-Gyun Jeong TTA OOD 28 181 0 12 Oct 2019
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization Dianbo Liu Yuanwei Wu Wenchi Ma Guanghui Wang 40 13 0 04 Oct 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 62 810 0 16 Mar 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 98 832 0 04 Jan 2019
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 68 351 0 13 Dec 2018
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation B. Damodaran B. Kellenberger Rémi Flamary D. Tuia Nicolas Courty OT OOD 57 464 0 27 Mar 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 80 1,781 0 07 Dec 2017
Unsupervised Domain Adaptation with Similarity Learning Pedro H. O. Pinheiro SSL OOD 75 269 0 24 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 130 2,992 0 08 Nov 2017
VisDA: The Visual Domain Adaptation Challenge Xingchao Peng Ben Usman Neela Kaushik Judy Hoffman Dequan Wang Kate Saenko OOD 66 795 0 18 Oct 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Daniel Cremers BDL 61 243 0 02 Aug 2017
Generate To Adapt: Aligning Domains using Generative Adversarial Networks S. Sankaranarayanan Yogesh Balaji Carlos D. Castillo Rama Chellappa GAN OOD 90 649 0 06 Apr 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 131 2,731 0 02 Mar 2017
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 90 567 0 28 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 232 4,646 0 17 Feb 2017
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 133 1,534 0 16 Dec 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 94 1,442 0 22 Aug 2016
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi Wen Li 57 863 0 12 Jul 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 81 3,123 0 06 Jul 2016
Coupled Generative Adversarial Networks Ming-Yuan Liu Oncel Tuzel OOD GAN 75 1,626 0 24 Jun 2016
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 79 2,451 0 21 May 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 79 1,484 0 14 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 200 5,177 0 10 Feb 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 154 2,588 0 10 Dec 2014
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 221 5,990 0 26 Sep 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 290 43,290 0 01 May 2014