Tianhao(Jasmine) Peng

彭天好

PhD Student

School of Computer Science
University of Bristol
tianhao.peng@bristol.ac.uk

About

Mathematics and Computer Science BSc (University of Bristol). 2021 Sept - 2024 June
Computer Science PhD Candidate (University of Bristol). 2024 Sept - Present

News & Activities

August 2024: The paper on "RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content has been accepted by ECCV Workshop in Advances in Image Manipulation (AIM) 2024.
Feb 2024: The paper on "Accelerating learnt video codecs with gradient decay and layer-wise distillation has been accepted by Picture Coding Symposium (PCS) 2024.

Primary Research Areas

Deep video quality asessment
Model pruning and Knowledge Distillation

Research Projects

ECCV AIM Workshop 2024

RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content
"The first deep VQA model based on RMT!"
Tianhao Peng, Chen Feng, Duolikun Danier, Fan Zhang and David Bull
ECCV AIM Workshop, 2024
[arXiv] [Code]

Picture Coding Symposium (PCS) 2024

Accelerating learnt video codecs with gradient decay and layer-wise distillation
"A Lightweight method for accelerating learnt video codecs!"
Tianhao Peng, Ge Gao, Heming Sun, Fan Zhang, David Bull
Picture Coding Symposium (PCS), 2024
[arXiv] [Code]

Publications

Conference Contributions

RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content. [paper] [code]
T. Peng, C. Feng, D. Danier, F. Zhang, D. Bull, ECCV AIM Workshop, 2024.
Accelerating Learnt Video Codecs with Gradient Decay and Layer-wise Distillation.[paper] [code]
T. Peng, G. Gao, H. Sun, F. Zhang, D. Bull, PCS, 2024.