Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation

2 March 2020

Papers citing "Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation"

50 / 150 papers shown

Title
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 29 38 0 17 Nov 2022
Self-Distillation for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 17 15 0 15 Oct 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data Qian Yu Dongnan Liu Chaoyi Zhang Xinwen Zhang Weidong (Tom) Cai OOD 35 4 0 10 Oct 2022
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Yuan-Gen Wang Leyan Zhu Shaofei Huang Tianrui Hui Xiaojie Li Fei-Yue Wang Si Liu 27 9 0 06 Oct 2022
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Yangsong Zhang Subhankar Roy Hongtao Lu Elisa Ricci Stéphane Lathuilière TTA 57 6 0 04 Oct 2022
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis Yee-Yang Tee Deruo Cheng Chye-Soon Chee Tong Lin Yiqiong Shi B. Gwee 22 5 0 27 Sep 2022
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction M. Luo Shunping Ji Shiqing Wei 25 19 0 22 Aug 2022
Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss Annika Mütze Matthias Rottmann Hanno Gottschalk 24 3 0 18 Aug 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization Mengzhu Wang Jianlong Yuan Qi Qian Zhibin Wang Hao Li 50 29 0 02 Aug 2022
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions Theodoros Panagiotakopoulos Pier Luigi Dovesi Linus Harenstam-Nielsen Matteo Poggi CLL 26 18 0 21 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 29 45 0 20 Jul 2022
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection Do mirae Seogkyu Jeon Pilhyeon Lee Kibeom Hong Yuseung Ma H. Byun 27 5 0 20 Jul 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions David Brüggemann Daniel Gehrig Prune Truong Luc Van Gool 36 60 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 40 88 0 14 Jul 2022
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Yun Xing Dayan Guan Jiaxing Huang Shijian Lu VOS 20 19 0 06 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 21 77 0 04 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Shijian Lu 24 7 0 30 Jun 2022
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Javed Iqbal H. Rawal R. Hafiz Yu-Tseh Chi Mohsen Ali 27 7 0 20 Jun 2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Liang Liao Wenyi Chen Jing Xiao Ziyi Wang Chia-Wen Lin Shiníchi Satoh DiffM 37 24 0 10 Jun 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 24 227 0 27 Apr 2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation Lu Zhang Siqi Zhang Xu Yang Hong Qiao Zhiyong Liu 21 11 0 21 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 32 146 0 19 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip Torr René Ranftl Stephan R. Richter 21 6 0 18 Apr 2022
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation Wanyu Xu Zengmao Wang Wei Bian GAN 18 4 0 14 Apr 2022
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization Zeyi Huang Haohan Wang Dong Huang Yong Jae Lee Eric P. Xing 21 22 0 09 Apr 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 37 29 0 06 Apr 2022
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang OOD 32 27 0 30 Mar 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 44 27 0 29 Mar 2022
Learn to Adapt for Monocular Depth Estimation Qi Sun Gary G. Yen Yang Tang Chaoqiang Zhao MDE 36 4 0 26 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 29 84 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 15 20 0 15 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 24 12 0 02 Mar 2022
Beyond Deterministic Translation for Unsupervised Domain Adaptation E. Chiou Eleftheria Panagiotaki Iasonas Kokkinos 37 2 0 15 Feb 2022
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Tsung-Han Wu Yi-Syuan Liou Shaojie Yuan Hsin-Ying Lee Tung-I Chen Kuan-Chih Huang Winston H. Hsu 45 9 0 14 Feb 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 41 11 0 09 Feb 2022
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images Javed Iqbal R. Hafiz Mohsen Ali TTA 29 19 0 07 Jan 2022
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation Zu-Yun Shiau Wei-Wei Lin Ci-Siang Lin Yu-Chiang Frank Wang OOD 41 1 0 27 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 70 40 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 131 7 0 04 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 19 55 0 01 Dec 2021
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Fengyi Shen A. Gurram Ahmet Faruk Tuna O. Urfalioglu Alois C. Knoll 27 4 0 30 Nov 2021
ARTSeg: Employing Attention for Thermal images Semantic Segmentation Farzeen Munir Shoaib Azam Unse Fatima M. Jeon 41 4 0 30 Nov 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 29 49 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 41 450 0 29 Nov 2021
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation A. Tavera Carlo Masone Barbara Caputo 27 1 0 22 Oct 2021
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation A. Tavera Fabio Cermelli Carlo Masone Barbara Caputo 29 19 0 22 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 33 15 0 21 Oct 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 34 4 0 21 Oct 2021
Semi-supervised Domain Adaptation for Semantic Segmentation Ying Chen Ouyang Xu Kaiyue Zhu G. Agam 38 6 0 20 Oct 2021
Content Preserving Image Translation with Texture Co-occurrence and Spatial Self-Similarity for Texture Debiasing and Domain Adaptation Hao Li Dongkyu Won Wei Lu Philip Chikontwe Pengjun Xie June Hong Ahn Sang Hyun Park 44 37 0 15 Oct 2021