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
Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss Annika Mütze Matthias Rottmann Hanno Gottschalk 57 4 0 18 Aug 2022
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory Jingru Zhu Ya Guo Geng Sun Libo Yang M. Deng Jie Chen 152 55 0 16 Aug 2022
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer Robert A. Marsden Felix Wiewel Mario Döbler Yang Yang B. Yang CLL 55 16 0 12 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Mian 107 3 0 12 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 58 11 0 04 Aug 2022
PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation Kwonyoung Kim Jungin Park Jiyoung Lee Dongbo Min Kwanghoon Sohn 3DPC 79 4 0 27 Jul 2022
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data H. Lee Changwoo Han Jun-Sang Yoo Seung‐Won Jung 108 10 0 27 Jul 2022
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation Geon Lee Chanho Eom Wonkyung Lee Hyekang Park Bumsub Ham 124 24 0 22 Jul 2022
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions Theodoros Panagiotakopoulos Pier Luigi Dovesi Linus Harenstam-Nielsen Matteo Poggi CLL 79 19 0 21 Jul 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 66 28 0 19 Jul 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions David Brüggemann Daniel Gehrig Prune Truong Luc Van Gool 130 61 0 14 Jul 2022
Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation Zhengkai Jiang Yuxi Li Ceyuan Yang Peng Gao Yabiao Wang Ying Tai Chengjie Wang 102 89 0 14 Jul 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Wei Feng Lin Wang Lie Ju Xin Zhao Xin Wang Xiaoyu Shi Z. Ge OOD 65 14 0 08 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Shijian Lu 76 7 0 30 Jun 2022
Multi-level Domain Adaptation for Lane Detection Chenguang Li Boheng Zhang Jia Shi Guangliang Cheng 58 11 0 21 Jun 2022
Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation Hao Zhang Ruimao Zhang Zhanglin Peng Junle Wang Yanqing Jing 76 3 0 23 May 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 93 235 0 27 Apr 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation A. Saporta Arthur Douillard Tuan-Hung Vu Patrick Pérez Matthieu Cord CLL 103 21 0 25 Apr 2022
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang 95 24 0 25 Apr 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation Zheng Chen Durgakant Pushp Lantao Liu 58 6 0 20 Apr 2022
Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation Yahao Liu Jinhong Deng Jiale Tao Tong Chu Lixin Duan Wen Li 89 22 0 12 Apr 2022
Towards Online Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 102 46 0 11 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 109 15 0 05 Apr 2022
Semi-supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon Suha Kwak 113 94 0 05 Apr 2022
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 113 18 0 04 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 126 96 0 04 Apr 2022
Semantic-Aware Domain Generalized Segmentation Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 97 105 0 02 Apr 2022
A Unified Framework for Domain Adaptive Pose Estimation Donghyun Kim Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff OOD 86 38 0 01 Apr 2022
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Zhao Jin Yinjie Lei Naveed Akhtar Hai-Ling Li Munawar Hayat 3DPC 79 30 0 31 Mar 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 100 26 0 30 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 118 68 0 29 Mar 2022
Learn to Adapt for Monocular Depth Estimation Qi Sun Gary G. Yen Yang Tang Chaoqiang Zhao MDE 77 4 0 26 Mar 2022
Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data Junfeng Lyu Peng Kuang F. Xu 3DH 102 16 0 20 Mar 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Ruihuang Li Shuai Li Chenhang He Yabin Zhang Xu Jia Lei Zhang 90 85 0 18 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Tingyang Xu Wenbing Huang ViT 70 20 0 15 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 82 20 0 14 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 62 14 0 02 Mar 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 93 11 0 09 Feb 2022
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Donald Shenaj F. Barbato Umberto Michieli Pietro Zanuttigh CLL 82 17 0 18 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 105 0 15 Jan 2022
Invariance Through Latent Alignment Takuma Yoneda Ge Yang Matthew R. Walter Bradly C. Stadie OOD 75 9 0 15 Dec 2021
Self-Ensembling GAN for Cross-Domain Semantic Segmentation Yonghao Xu Fengxiang He Bo Du Dacheng Tao Liangpei Zhang GAN 75 17 0 15 Dec 2021
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Yuexin Ma Zhe Wang Jianping Shi 83 15 0 09 Dec 2021
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Xinyi Wu Zhenyao Wu Yuhang Lu Lili Ju Song Wang 90 24 0 09 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 144 40 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 197 7 0 04 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 114 462 0 29 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 84 11 0 24 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 118 86 0 24 Nov 2021
Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation Stephan Brehm Sebastian Scherer Rainer Lienhart 121 8 0 05 Nov 2021