DMT: Dynamic mutual training for semi-supervised learning

Zhengyang Feng, Qianyu Zhou, Qiqi Gu, +5

Pattern Recognition

Dynamic Mutual TrainingEngineeringMachine LearningPattern RecognitionSelf-supervised Learning +4

Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning

Qiqi Gu, Chen Shen, Taiping Yao, +3

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningBiometricsInformation ForensicsImage Manipulation +16

Context-Aware Mixup for Domain Adaptive Semantic Segmentation

Qianyu Zhou, Zhengyang Feng, Qiqi Gu, +5

IEEE Transactions on Circuits and Systems for Video Technology

Target DomainScene AnalysisEngineeringMachine LearningSource Domain +16

Uncertainty-aware consistency regularization for cross-domain semantic segmentation

Qianyu Zhou, Zhengyang Feng, Qiqi Gu, +4

Computer Vision and Image Understanding

Machine VisionMachine LearningData ScienceImage AnalysisUncertainty Quantification +7

Self-Adversarial Disentangling for Specific Domain Adaptation

Qianyu Zhou, Qiqi Gu, Jiangmiao Pang, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Artificial IntelligenceSelf-adversarial DisentanglingMachine LearningData ScienceEngineering +10

PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation

Qiqi Gu, Qianyu Zhou, Minghao Xu, +5

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Scene AnalysisFov GapMachine LearningEngineeringVideo Processing +15

Label-Free Regional Consistency for Image-to-Image Translation

Shaohua Guo, Qianyu Zhou, Ye Zhou, +4

EngineeringMachine LearningImage Translation ProcessLabel-free Regional ConsistencyImage-to-image Translation +15

Context-Aware Mixup for Domain Adaptive Semantic Segmentation

Qianyu Zhou, Zhengyang Feng, Qiqi Gu, +5

arXiv (Cornell University)

Target DomainScene AnalysisEngineeringMachine LearningSource Domain +16

Self-Adversarial Disentangling for Specific Domain Adaptation

Qianyu Zhou, Qiqi Gu, Jiangmiao Pang

arXiv (Cornell University)

Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation

Qianyu Zhou, Zhengyang Feng, Qiqi Gu, +4

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningSource DomainNatural Language Processing +16