Confidence Regularized Self-Training

26 August 2019

Papers citing "Confidence Regularized Self-Training"

50 / 141 papers shown

Title
Photo-realistic Neural Domain Randomization Sergey Zakharov Rares Ambrus Vitor Campagnolo Guizilini Wadim Kehl Adrien Gaidon 22 9 0 23 Oct 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 23 32 0 18 Oct 2022
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation Jun-Kun Wang Andre Wibisono 27 7 0 18 Oct 2022
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels Xuewei Li Weilun Zhang Jie Gao Xuzhou Fu Jian Yu 11 2 0 07 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Shengjie Liu Chuanglu Zhu Wenqi Tang 25 0 0 05 Oct 2022
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Xiaofeng Liu Fangxu Xing G. El Fakhri Jonghye Woo OOD 37 30 0 16 Sep 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 18 4 0 22 Aug 2022
GraphTTA: Test Time Adaptation on Graph Neural Networks Guan-Wun Chen Jiying Zhang Xi Xiao Y. Li OOD 28 9 0 19 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo G. El Fakhri Jonghye Woo OOD 39 6 0 16 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Saeed Mian 34 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 24 35 0 25 Jul 2022
Generative Domain Adaptation for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Kekai Sheng Shouhong Ding Lizhuang Ma CVBM 29 48 0 20 Jul 2022
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Cristiano Saltori Fabio Galasso G. Fiameni N. Sebe Elisa Ricci Fabio Poiesi 3DPC 19 64 0 20 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori E. Krivosheev Stéphane Lathuilière N. Sebe Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 34 29 0 20 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 51 39 0 11 Jul 2022
Rethinking Unsupervised Domain Adaptation for Semantic Segmentation Zhijie Wang Masanori Suganuma Takayuki Okatani OOD 9 2 0 30 Jun 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 11 29 0 06 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 43 72 0 04 Apr 2022
Dynamic Supervisor for Cross-dataset Object Detection Ze Chen Zhihang Fu Jianqiang Huang Mingyuan Tao Sheng-Gang Li Rongxin Jiang Xiang Tian Yao-wu Chen Xiansheng Hua 20 0 0 01 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 25 14 0 30 Mar 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 18 27 0 29 Mar 2022
ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization Bo He Xitong Yang Le Kang Zhiyu Cheng Xingfa Zhou Abhinav Shrivastava 25 77 0 29 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 24 72 0 02 Mar 2022
Self-Training: A Survey Massih-Reza Amini Vasilii Feofanov Loïc Pauletto Lies Hadjadj Emilie Devijver Yury Maximov SSL 26 102 0 24 Feb 2022
SMILE: Sequence-to-Sequence Domain Adaption with Minimizing Latent Entropy for Text Image Recognition Yen-Cheng Chang Yi-Chang Chen Yu-Chuan Chang Yi-Ren Yeh 14 7 0 24 Feb 2022
Beyond Deterministic Translation for Unsupervised Domain Adaptation E. Chiou Eleftheria Panagiotaki Iasonas Kokkinos 28 2 0 15 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 33 11 0 09 Feb 2022
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Donald Shenaj F. Barbato Umberto Michieli Pietro Zanuttigh CLL 24 16 0 18 Jan 2022
Reciprocal Normalization for Domain Adaptation Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 31 11 0 20 Dec 2021
Enhancing Counterfactual Classification via Self-Training Ruijiang Gao Max Biggs Wei-Ju Sun Ligong Han CML OffRL 24 6 0 08 Dec 2021
Probabilistic Approach for Road-Users Detection Gledson Melotti Weihao Lu Pedro Conde Dezong Zhao A. Asvadi Nuno Gonçalves C. Premebida 19 2 0 02 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 16 4 0 30 Nov 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 8 48 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 18 450 0 29 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 23 89 0 25 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 14 11 0 24 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 28 14 0 11 Nov 2021
Improved Regularization and Robustness for Fine-tuning in Neural Networks Dongyue Li Hongyang R. Zhang NoLa 47 54 0 08 Nov 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 21 4 0 21 Oct 2021
Semi-supervised Domain Adaptation for Semantic Segmentation Ying Chen Ouyang Xu Kaiyue Zhu G. Agam 30 6 0 20 Oct 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 26 323 0 17 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Kwanyong Park Sanghyun Woo Inkyu Shin In So Kweon OOD 21 36 0 08 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 140 212 0 07 Oct 2021
Test-time Batch Statistics Calibration for Covariate Shift Fuming You Jingjing Li Zhou Zhao OOD 15 54 0 06 Oct 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li R. L. Jin ViT 51 215 0 13 Sep 2021
Built Year Prediction from Buddha Face with Heterogeneous Labels Yiming Qian Cheikh Brahim El Vaigh Yuta Nakashima B. Renoust Hajime Nagahara Yutaka Fujioka CVBM 19 3 0 02 Sep 2021
Federated Multi-Target Domain Adaptation Chun-Han Yao Boqing Gong Yin Cui Qi Yukun Zhu Ming-Hsuan Yang OOD FedML 11 63 0 17 Aug 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 33 69 0 13 Aug 2021
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection Bo Du Jian Ye Jing Zhang Juhua Liu Dacheng Tao VLM 26 29 0 03 Aug 2021
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Duo Peng Yinjie Lei Wen Li Pingping Zhang Yulan Guo 25 60 0 30 Jul 2021