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Hui Fang

Loughborough University

Ashby Road

Nottingham NG1 4BU

Great Britain

SCHOLARLY PAPERS

6

DOWNLOADS

363

TOTAL CITATIONS

2

Scholarly Papers (6)

A Memory-Based Conditional Neural Process for Video Instance Segmentation

Number of pages: 34 Posted: 13 Nov 2023
Loughborough University, Loughborough University, Cardiff University, Central South University, Loughborough University and Loughborough University
Downloads 42 (1,183,247)

Abstract:

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video instance segmentation, memory network, neural process, Uncertainty

A Memory-Based Conditional Neural Process for Video Instance Segmentation

Number of pages: 39 Posted: 19 Nov 2024
Loughborough University, Loughborough University, Cardiff University, Central South University, Loughborough University and Loughborough University
Downloads 36 (1,281,607)

Abstract:

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video instance segmentation, memory network, neural process, uncertainty

A Memory-Based Conditional Neural Process for Video Instance Segmentation

Number of pages: 39 Posted: 24 Oct 2024
Loughborough University, Loughborough University, Cardiff University, Central South University, Loughborough University and Loughborough University
Downloads 35 (1,296,409)

Abstract:

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video instance segmentation, memory network, neural process, uncertainty

2.

Heterogeneous Attention Based Transformer for Sign Language Translation

Number of pages: 28 Posted: 13 Sep 2022
Central South University, Central South University, Central South University, Central South University, Central South University, Guilin University of Electronic Technology, Loughborough University and Loughborough University
Downloads 86 (765,566)

Abstract:

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sign language translation, Transformer, attention-based models, PHOENIX2014T

3.

Pedestrian Evacuation Modelling and Simulation Under Small Group and Multi-Exit Conditions

Number of pages: 18 Posted: 26 Dec 2023
Dalian Maritime University, Dalian Maritime University, Loughborough University, Loughborough University, Dalian Maritime University and Loughborough University
Downloads 57 (1,020,567)

Abstract:

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pedestrian evacuation modeling and simulation, non-uniform distributed crowd behaviour, small group evacuation, multi-exit evacuation.

4.

Stereoscopic Image Super-Resolution with Interactive Memory Learning

Number of pages: 12 Posted: 20 Dec 2022
Central South University, Central South University, Loughborough University, Central South University, Central South University and Academy of Military Sciences
Downloads 47 (1,109,210)

Abstract:

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Image super-resolution, Stereo image, Interactive learning, Memory network, Feature refinement

5.

Self-Supervised Memory Learning for Scene Text Image Super-Resolution

Number of pages: 13 Posted: 27 Mar 2024
Central South University, Central South University, Loughborough University, Central South University and Loughborough University
Downloads 34 (1,277,121)
Citation 2

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Super-resolution, Scene text image, Text recognition, Memory learning, Spatial refinement.

6.

A Gru-Based Soft Actor-Critic Approach with Social Force Model Crowd Simulation for Improved Mobile Robot Path Planning

Number of pages: 16 Posted: 24 Jul 2025
Dalian Maritime University, Dalian Maritime University, Loughborough University, Loughborough University and Dalian Maritime University
Downloads 26 (1,372,601)

Abstract:

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mobile robot path planning, Deep Reinforcement Learning, soft actor-critic, Gated Recurrent Unit, social force model.