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Wenzhang Zhou

2 accepted papers

2023

Unsupervised Domain Adaptive Detection with Network Stability Analysis

ICCV 2023poster

Domain adaptive detection aims to improve the generality of a detector, learned from the labeled source domain, on the unlabeled target domain. In this work, drawing inspiration from the concept of stability from the control theory that a robust system requires to remain consistent both externally a…

Cited by 9PDFcodeScholar
2022

Multi-Granularity Alignment Domain Adaptation for Object Detection

CVPR 2022poster

Domain adaptive object detection is challenging due to distinctive data distribution between source domain and target domain. In this paper, we propose a unified multi-granularity alignment based object detection framework towards domain-invariant feature learning. To this end, we encode the depende…

Cited by 101PDFcodeScholar