Search Results for author: Longyao Liu

Found 4 papers, 0 papers with code

Self-Paced Uncertainty Estimation for One-shot Person Re-Identification

no code implementations19 Apr 2021 Yulin Zhang, Bo Ma, Longyao Liu, Xin Yi

The one-shot Person Re-ID scenario faces two kinds of uncertainties when constructing the prediction model from $X$ to $Y$.

Person Re-Identification Pseudo Label

Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation

no code implementations6 Feb 2021 Xin Yi, Bo Ma, Yulin Zhang, Longyao Liu, Jiahao Wu

To alleviate the intra-domain gap of the synthetic domain, we propose an intra-domain adaptation to align distributions of other subsets to the optimal subset by adversarial learning.

Domain Adaptation Image Dehazing +1

AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection

no code implementations30 Nov 2020 Longyao Liu, Bo Ma, Yulin Zhang, Xin Yi, Haozhi Li

In this paper, we carefully analyze the characteristics of FSOD, and present that a general few-shot detector should consider the explicit decomposition of two subtasks, as well as leveraging information from both of them to enhance feature representations.

Decision Making Few-Shot Object Detection +1

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