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Xiaohua Xie

Sun Yat-sen University (SYSU)

SCHOLARLY PAPERS

9

DOWNLOADS

546

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Region-Based Online Selective Examination for Weakly Supervised Semantic Segmentation

Number of pages: 14 Posted: 13 Jan 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 125 (576,708)

Abstract:

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Semantic segmentation, Weakly supervised learning, Noisy pseudo-label, Segment Anything Model, Cross-view learning

2.

A Reliable Evaluation Approach for Multichannel Signal Denoising Algorithms Based on a Novel Arterial Pulse Acquisition System

Number of pages: 20 Posted: 13 Oct 2023
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Xinghai Conservatory of Music, Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU) and Foshan University
Downloads 107 (664,543)

Abstract:

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Biomedical engineeringPulse wave analysisMultichannel pulse signalsEvaluation approachNoise reductionDenoising algorithms

3.

A Neuroinspired Contrast Mechanism Enables Few-Shot Object Detection

Number of pages: 30 Posted: 09 Oct 2023
Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 69 (899,324)

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Few-shot Object Detection, Contrast Blocks, Faster R-CNN, Perceptual Learning

4.

Collaborative Specific and Consistent Learning for Binary Multi-View Clustering

Number of pages: 36 Posted: 23 Mar 2024
Jintang Bian, Xiaohua Xie and Jian-Huang Lai
affiliation not provided to SSRN, Sun Yat-sen University (SYSU) and affiliation not provided to SSRN
Downloads 64 (933,592)

Abstract:

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Multi-view clustering, unsupervised learning, binary representation learning, joint learning

5.

Differentiable Gated Autoencoders for Unsupervised Feature Selection

Number of pages: 26 Posted: 18 Jan 2024
Zebin Chen, Jintang Bian, Bo Qiao and Xiaohua Xie
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 58 (1,000,027)

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autoencoder, feature selection, NEURAL NETWORKS, Unsupervised learning, high-dimensional data

6.

Person Group Detection with Global Trajectory Extraction

Number of pages: 29 Posted: 26 May 2023
Xin Zhang, Xiaohua Xie, Li Wen and Jian-Huang Lai
affiliation not provided to SSRN, Sun Yat-sen University (SYSU), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,086,013)

Abstract:

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Cross-camera Trajectory Extraction, Person Group Detection, Conditional Random Field, Dynamic Time Warping

7.

Uncertainty-Aware Adversarial Training via Adversary Distribution Modeling for Improving Robustness

Number of pages: 34 Posted: 04 Nov 2025
affiliation not provided to SSRN, University of St Andrews, affiliation not provided to SSRN, Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN, University of St Andrews and Nanyang Technological University (NTU)
Downloads 29 (1,345,526)

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Adversarial examples, Adversarial Training, Statistical information, Uncertainty Modeling, Gradient alignment

8.

Rethinking Security of Diffusion-based Generative Steganography

Number of pages: 11 Posted: 13 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 25 (1,399,036)

Abstract:

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Generative image steganography, Steganalysis, Diffusion models

9.

Benchmarking Deep Models on Salient Object Detection

Number of pages: 41 Posted: 21 Apr 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Sun Yat-sen University (SYSU), affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 21 (1,436,435)

Abstract:

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Salient Object Detection, deep neural network, benchmark