FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

8 December 2016

Judy Hoffman

Papers citing "FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation"

50 / 419 papers shown

Title
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Chen-Hao Chao Bo Wun Cheng Chun-Yi Lee 76 15 0 29 Apr 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 57 20 0 28 Apr 2021
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception Daniel Gehrig Haoran Wang Ke Li René Zurbrugg Arpit Jadon Wim Abbeloos Daniel Olmeda Reino Luc Van Gool Dengxin Dai 90 6 0 27 Apr 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu David Ferstl S. Schulter L. Zebedin Pascal Fua C. Leistner 166 38 0 22 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 158 146 0 22 Apr 2021
Synthetic training data generation for deep learning based quality inspection Pierre Gutierrez Maria Luschkova Antoine Cordier Mustafa Shukor Mona Schappert Tim Dahmen 55 23 0 07 Apr 2021
Active learning using weakly supervised signals for quality inspection Antoine Cordier Deepan Das Pierre Gutierrez 46 7 0 07 Apr 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 88 20 0 06 Apr 2021
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery Mauro Martini Vittorio Mazzia Aleem Khaliq Marcello Chiaberge 136 40 0 01 Apr 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Campagnolo Guizilini Jie Li Rares Andrei Ambrus Adrien Gaidon MDE 66 40 0 30 Mar 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu Nikita Durasov Pascal Fua 97 42 0 30 Mar 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 132 292 0 29 Mar 2021
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Emanuela Haller Elena Burceanu Marius Leordeanu SSL 66 2 0 26 Mar 2021
Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Qing Liu Adam Kortylewski Zhishuai Zhang Zizhang Li Mengqi Guo Qihao Liu Xiaoding Yuan Jiteng Mu Weichao Qiu Alan Yuille 76 20 0 25 Mar 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 121 84 0 24 Mar 2021
Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Haoyu Ma Xiangru Lin Zifeng Wu Yizhou Yu 63 70 0 24 Mar 2021
MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang Dayan Guan Shijian Lu Aoran Xiao 79 43 0 24 Mar 2021
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation M. Planamente Chiara Plizzari Marco Cannici Marco Ciccone Francesco Strada A. Bottino Matteo Matteucci Barbara Caputo 66 17 0 23 Mar 2021
ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection Jihan Yang Shaoshuai Shi Zhe Wang Hongsheng Li Xiaojuan Qi 3DPC 87 190 0 09 Mar 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 88 58 0 03 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 105 225 0 03 Mar 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Manish Sahu Anirban Mukhopadhyay S. Zachow 142 21 0 02 Mar 2021
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Inseop Chung Daesik Kim Nojun Kwak 79 16 0 25 Feb 2021
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Hao Feng Minghao Chen Jinming Hu Dong Shen Haifeng Liu Deng Cai 92 67 0 29 Jan 2021
Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation M. Jaritz Tuan-Hung Vu Raoul de Charette É. Wirbel P. Pérez 3DPC 81 50 0 18 Jan 2021
Deep Visual Domain Adaptation G. Csurka OOD 217 185 0 28 Dec 2020
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation R. Gong Yuhua Chen D. Paudel Yawei Li Ajad Chhatkuli Wen Li Dengxin Dai Luc Van Gool OOD VLM 92 35 0 15 Dec 2020
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation Minsu Kim Sunghun Joung Seungryong Kim Jungin Park Ig-Jae Kim Kwanghoon Sohn OOD 90 15 0 15 Dec 2020
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation Bowen Cai Huan Fu Rongfei Jia Binqiang Zhao Hua Li Yinghui Xu 100 4 0 10 Dec 2020
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Inkyu Shin Sanghyun Woo Fei Pan InSo Kweon 70 114 0 09 Dec 2020
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 114 25 0 08 Dec 2020
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Yunsheng Yang Xiaowei Xu Zhengming Ding MedIm 81 36 0 08 Dec 2020
Domain Adaptation on Semantic Segmentation for Aerial Images Ying-Cong Chen Xu Ouyang Kaiyue Zhu G. Agam OOD 30 0 0 03 Dec 2020
Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency Chongzhen Zhang Yang Tang Chaoqiang Zhao Qiyu Sun Zhencheng Ye Jürgen Kurths 56 35 0 29 Nov 2020
SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments D. Kothandaraman Rohan Chandra Tianyi Zhou TTA 91 3 0 27 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 91 44 0 25 Nov 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 85 17 0 17 Nov 2020
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 89 40 0 17 Nov 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer A. Tanwani OOD 76 27 0 15 Nov 2020
Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation D. Kothandaraman Athira M. Nambiar Anurag Mittal CLL 54 27 0 03 Nov 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Guoliang Kang Yunchao Wei Yi Yang Yueting Zhuang Alexander G. Hauptmann 95 113 0 31 Oct 2020
Continual Unsupervised Domain Adaptation for Semantic Segmentation Joonhyuk Kim Sahng-Min Yoo Gyeong-Moon Park Jong-hwan Kim CLL 89 4 0 19 Oct 2020
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement Bin Zhang Shengjie Zhao Rongqing Zhang SSeg 40 4 0 30 Sep 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 56 60 0 26 Sep 2020
Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan Mohammad Rostami OOD CLL 85 68 0 26 Sep 2020
Synthetic Convolutional Features for Improved Semantic Segmentation Yang He Bernt Schiele Mario Fritz SSeg 70 2 0 18 Sep 2020
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation Kaihong Wang Chenhongyi Yang Margrit Betke 59 24 0 18 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 72 37 0 02 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 137 270 0 01 Sep 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 86 42 0 24 Aug 2020