Tianhao(Jasmine) Peng

About

Primary Research Areas

• Dataset Condensation
• Neural Video Compression
• Deep Video Quality Asessment
• Image Super-Resolution
• Model Pruning and Knowledge Distillation

Research Projects

arXiv 2025

Instance Data Condensation for Image Super-Resolution "The first data condensation method for low level vision tasks!" Tianhao Peng, Ho Man Kwan, Yuxuan Jiang, Ge Gao, Fan Zhang, Xiaozhong Xu, Shan Liu, David Bull arXiv, 2025 [arXiv]

ICCV 2025

GIViC: Generative Implicit Video Compression "The first INR-based video codec to surpass VTM in the RA coding mode!" Ge Gao, Siyue Teng, Tianhao Peng, Fan Zhang, David Bull ICCV, 2025 [arXiv]

CVPR 2025

HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution "The first implicit image function based on hierarchical encoding (for ISR)!" Yuxuan Jiang, Ho Man Kwan, Tianhao Peng, Ge Gao, Fan Zhang, Xiaoqing Zhu, Joel Sole, David Bull CVPR, 2025 [arXiv] [code]

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]