Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes

29 July 2017

Papers citing "Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes"

50 / 63 papers shown

Title
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 59 1 0 26 May 2024
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 52 0 0 28 Sep 2023
Pseudo-Trilateral Adversarial Training for Domain Adaptive Traversability Prediction Zheng Chen Durgakant Pushp Jason M. Gregory Lantao Liu AAML 30 1 0 26 Jun 2023
Progressive Random Convolutions for Single Domain Generalization Seokeon Choi Debasmit Das Sungha Choi Seunghan Yang Hyunsin Park Sungrack Yun 30 37 0 02 Apr 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation Xinyue Huo Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 31 8 0 16 Mar 2023
RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning K. Liao Lang Nie Chunyu Lin Zishuo Zheng Yao Zhao 41 11 0 04 Jan 2023
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Zhijie Xu Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 39 5 0 21 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 43 10 0 02 Nov 2022
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning Kangning Liu Weicheng Zhu Yiqiu Shen Sheng Liu N. Razavian Krzysztof J. Geras C. Fernandez‐Granda SSL 30 25 0 17 Oct 2022
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving L. Yu Yifan Zhang Lanqing Hong Fei Chen Zhenguo Li 48 3 0 17 Oct 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Mian 58 2 0 12 Aug 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 41 36 0 25 Jul 2022
Universal Domain Adaptive Object Detector Wen-jiao Shi Lei Zhang Weijie Chen Shiliang Pu ObjD 33 19 0 05 Jul 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 37 27 0 28 May 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation Zheng Chen Durgakant Pushp Lantao Liu 19 6 0 20 Apr 2022
Semantic-Aware Domain Generalized Segmentation Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 20 102 0 02 Apr 2022
Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data Junfeng Lyu Peng Kuang F. Xu 3DH 35 16 0 20 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Chaoxiang Ma Simon Reiß Kunyu Peng Rainer Stiefelhagen ViT 47 74 0 02 Mar 2022
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 30 5 0 03 Dec 2021
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Junhao Yan Woonsok Lee OOD 16 1 0 14 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 153 212 0 07 Oct 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Dengxin Dai D. Paudel Ajad Chhatkuli Feng Yu Luc Van Gool 41 9 0 10 Sep 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 25 73 0 05 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip Torr OOD 32 8 0 02 Aug 2021
VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios Huanzhang Dou Wenhu Zhang Pengyi Zhang Yuhan Zhao Songyuan Li Zequn Qin Fei Wu Lin Dong Xi Li SLR 53 16 0 05 Jan 2021
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Yunsheng Yang Xiaowei Xu Zhengming Ding MedIm 30 36 0 08 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 29 44 0 25 Nov 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 26 35 0 11 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 38 36 0 02 Sep 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 31 42 0 24 Aug 2020
Generating synthetic photogrammetric data for training deep learning based 3D point cloud segmentation models Meida Chen Andrew Feng Kyle McCullough P. Prasad R. McAlinden L. Soibelman 3DPC 24 6 0 21 Aug 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 31 125 0 05 Jul 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Hongsheng Li VLM 33 556 0 04 Jun 2020
Keep it Simple: Image Statistics Matching for Domain Adaptation A. Abramov Christopher Bayer Claudio Heller OOD 22 24 0 26 May 2020
Adaptive Object Detection with Dual Multi-Label Prediction Z. Zhao Yuhong Guo Haifeng Shen Jieping Ye 27 54 0 29 Mar 2020
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 187 93 0 28 Mar 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 30 709 0 19 Mar 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Sheng Wang Xinliang Zhu Chao-chao Yan Junzhou Huang 77 109 0 10 Mar 2020
Context-Aware Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Chao-chao Yan P. Zhao Junzhou Huang 33 56 0 09 Mar 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 50 1,210 0 20 Feb 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Bo-wen Li Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 46 64 0 19 Feb 2020
Curriculum Self-Paced Learning for Cross-Domain Object Detection Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe OOD ObjD 24 71 0 15 Nov 2019
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation Qiming Zhang Jing Zhang Wei Liu Dacheng Tao OOD 6 284 0 29 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Bo-wen Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 32 159 0 27 Oct 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 29 74 0 23 Oct 2019
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Umberto Michieli Matteo Biasetton Gianluca Agresti Pietro Zanuttigh GAN 13 58 0 02 Sep 2019
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Jaehoon Choi Taekyung Kim Changick Kim 25 242 0 02 Sep 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Dongdong Hou MedIm 27 48 0 21 Aug 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes Qi. Wang Junyu Gao Xuelong Li 31 192 0 19 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 24 32 0 09 Apr 2019