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Xiyu Yan

Researcher at Tsinghua University

Publications -  26
Citations -  167

Xiyu Yan is an academic researcher from Tsinghua University. The author has contributed to research in topics: Dark matter & Medicine. The author has an hindex of 3, co-authored 12 publications receiving 27 citations. Previous affiliations of Xiyu Yan include Southern University of Science and Technology & Beijing Institute of Technology.

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Proceedings ArticleDOI

One-Shot Adversarial Attacks on Visual Tracking With Dual Attention

TL;DR: This paper proposes a novel one-shot adversarial attack method to generate adversarial examples for free-model single object tracking, where merely adding slight perturbations on the target patch in the initial frame causes state-of-the-art trackers to lose the target in subsequent frames.
Journal ArticleDOI

An overall review of research on prefabricated construction supply chain management

TL;DR: In this paper , a comprehensive overview of the prefabricated construction supply chain (PCSC) is presented, which can help project managers understand the current status and problems of PCSC operations and provide a basis for future management decisions.
Proceedings ArticleDOI

Hijacking Tracker: A Powerful Adversarial Attack on Visual Tracking

TL;DR: This paper proposes to add slight adversarial perturbations to the input image by an inconspicuous but powerful attack strategy—hijacking algorithm that misleads trackers in two aspects: one is shape hijacking that changes the shape of the model output; the other is position hijacked that gradually pushes the output to any position in the image frame.
Journal ArticleDOI

Video scene parsing: An overview of deep learning methods and datasets

TL;DR: This work describes several indispensable preliminaries of this field, defining essential background concepts as well as fundamental terminologies and differentiating between VSP and other similar problems, and draws conclusions on the state-of-the-art methods for VSP.