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Learning to Adapt Structured Output Space for Semantic Segmentation
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2018
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YiâHsuan Tsai
Wei-Chih Hung
Samuel Schulter
Kihyuk Sohn
MingâHsuan Yang
Manmohan Chandraker
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3
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Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings
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2021
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Viraj Prabhu
Arjun Chandrasekaran
Kate Saenko
Judy Hoffman
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3
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Transferable Semantic Augmentation for Domain Adaptation
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2021
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Shuang Li
Mixue Xie
Kaixiong Gong
Chi Harold Liu
Yulin Wang
Wei Li
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3
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Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
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2019
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Ruijia Xu
Guanbin Li
Jihan Yang
Liang Lin
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3
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Playing for Data: Ground Truth from Computer Games
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2016
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Stephan R. Richter
Vibhav Vineet
Stefan Roth
Vladlen Koltun
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3
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CyCADA: Cycle-Consistent Adversarial Domain Adaptation
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2017
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Judy Hoffman
Eric Tzeng
Taesung Park
Jun-Yan Zhu
Phillip Isola
Kate Saenko
Alexei A. Efros
Trevor Darrell
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3
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Active Adversarial Domain Adaptation
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2020
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Jong-Chyi Su
YiâHsuan Tsai
Kihyuk Sohn
Buyu Liu
Subhransu Maji
Manmohan Chandraker
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3
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Conditional Adversarial Domain Adaptation
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2017
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Mingsheng Long
Zhangjie Cao
Jianmin Wang
Michael I. Jordan
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3
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Variational Adversarial Active Learning
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2019
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Samrath Sinha
Sayna Ebrahimi
Trevor Darrell
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3
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Adversarial Discriminative Domain Adaptation
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2017
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Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
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3
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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3
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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3
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The Cityscapes Dataset for Semantic Urban Scene Understanding
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2016
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Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
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3
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Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation
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2021
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Zhedong Zheng
Yi Yang
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2
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Contrastive Adaptation Network for Unsupervised Domain Adaptation
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2019
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Guoliang Kang
Lu Jiang
Yi Yang
Alexander G. Hauptmann
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2
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Generalized Domain Conditioned Adaptation Network
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2021
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Shuang Li
Binhui Xie
Qiuxia Lin
Chi Harold Liu
Gao Huang
Guoren Wang
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2
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Source-Free Domain Adaptation for Semantic Segmentation
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2021
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Yuang Liu
Wei Zhang
Jun Wang
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2
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Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation
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2021
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Pan Zhang
Bo Zhang
Ting Zhang
Dong Chen
Yong Wang
Fang Wen
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2
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Domain Adaptive Faster R-CNN for Object Detection in the Wild
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2018
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Yuhua Chen
Li Wen
Christos Sakaridis
Dengxin Dai
Luc Van Gool
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2
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Task-Aware Variational Adversarial Active Learning
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2021
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Kwanyoung Kim
Dongwon Park
Kwang In Kim
Se Young Chun
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2
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MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
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2021
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Vibashan VS
Vikram Gupta
Poojan Oza
Vishwanath A. Sindagi
Vishal M. Patel
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2
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Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation
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2021
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Jogendra Nath Kundu
Akshay Kulkarni
Amit Kumar Singh
Varun Jampani
R. Venkatesh Babu
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2
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LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation
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2021
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Inkyu Shin
Dong-Jin Kim
Jae Won Cho
Sanghyun Woo
Kwanyong Park
In So Kweon
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2
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Multi-Anchor Active Domain Adaptation for Semantic Segmentation
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2021
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Munan Ning
Donghuan Lu
Dong Wei
Cheng Bian
Chenglang Yuan
Shuang Yu
Kai Ma
Yefeng Zheng
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2
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ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation
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2021
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Tsung-Han Wu
Yueh-Cheng Liu
YuâKai Huang
Hsin-Ying Lee
Hung-Ting Su
Ping-Chia Huang
Winston H. Hsu
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2
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Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation
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2021
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Ruifei He
Jihan Yang
Xiaojuan Qi
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2
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Domain Adaptive Semantic Segmentation without Source Data
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2021
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Fuming You
Jingjing Li
Lei Zhu
Zhi Chen
Zi Huang
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2
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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
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2018
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Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
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2
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Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation
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2019
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Yawei Luo
Liang Zheng
Tao Guan
Junqing Yu
Yi Yang
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2
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PyTorch: An Imperative Style, High-Performance Deep Learning Library
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2019
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Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
Gregory Chanan
Trevor Killeen
Zeming Lin
Natalia Gimelshein
Luca Antiga
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2
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Bidirectional Learning for Domain Adaptation of Semantic Segmentation
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2019
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Yunsheng Li
Lu Yuan
Nuno Vasconcelos
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2
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Deep Domain Confusion: Maximizing for Domain Invariance
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2014
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Eric Tzeng
Judy Hoffman
Ning Zhang
Kate Saenko
Trevor Darrell
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2
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NLNL: Negative Learning for Noisy Labels
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2019
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YoungâDong Kim
Junho Yim
Juseung Yun
Junmo Kim
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2
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MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving
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2018
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Marvin Teichmann
Michael Weber
Marius Zöllner
Roberto Cipolla
Raquel Urtasun
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2
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Confidence Regularized Self-Training
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2019
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Yang Zou
Zhiding Yu
Xiaofeng Liu
B. V. K. Vijaya Kumar
Jinsong Wang
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2
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Domain-Adversarial Training of Neural Networks
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2017
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Yaroslav Ganin
Evgeniya Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
Mario Marchand
Victor Lempitsky
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2
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Fully convolutional networks for semantic segmentation
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2015
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Jonathan Long
Evan Shelhamer
Trevor Darrell
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2
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DADA: Depth-Aware Domain Adaptation in Semantic Segmentation
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2019
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Tuan-Hung Vu
Himalaya Jain
Maxime Bucher
Matthieu Cord
Patrick Perez Perez
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2
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Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation
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2020
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Zhonghao Wang
Mo Yu
Yunchao Wei
Rogério Feris
Jinjun Xiong
Wenâmei Hwu
Thomas S. Huang
Humphrey Shi
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2
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Open Compound Domain Adaptation
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2020
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Ziwei Liu
Zhongqi Miao
Xingang Pan
Xiaohang Zhan
Dahua Lin
Stella X. Yu
Boqing Gong
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2
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Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
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2020
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Jian Liang
Dapeng Hu
Jiashi Feng
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2
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ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation
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2020
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Yawar Siddiqui
Julien Valentin
Matthias NieĂner
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2
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FDA: Fourier Domain Adaptation for Semantic Segmentation
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2020
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Yanchao Yang
Stefano Soatto
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2
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Deep semantic segmentation of natural and medical images: a review
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2020
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Saeid Asgari Taghanaki
Kumar Abhishek
Joseph Cohen
Julien CohenâAdad
Ghassan Hamarneh
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2
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Active Learning for Convolutional Neural Networks: A Core-Set Approach
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2017
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Ozan Ćener
Silvio Savarese
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2
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ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
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2019
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Tuan-Hung Vu
Himalaya Jain
Maxime Bucher
Matthieu Cord
Patrick PĂ©rez
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2
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Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
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2020
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Guoliang Kang
Yunchao Wei
Yi Yang
Yueting Zhuang
Alexander G. Hauptmann
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2
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Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
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2020
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Guoliang Kang
Yunchao Wei
Yi Yang
Yueting Zhuang
Alexander G. Hauptmann
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2
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Instance Adaptive Self-training for Unsupervised Domain Adaptation
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2020
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Ke Mei
Chuang Zhu
Jiaqi Zou
Shanghang Zhang
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2
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Domain Adaptive Semantic Segmentation Using Weak Labels
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2020
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Sujoy Paul
YiâHsuan Tsai
Samuel Schulter
Amit K. RoyâChowdhury
Manmohan Chandraker
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2
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