Publications

Bridging Compressed Image Latents and Multimodal Large Language Models

Chia-Hao Kao, Cheng Chien, Yu-Jen Tseng, Yi-Hsin Chen, Alessandro Gnutti, Shao-Yuan Lo, Wen-Hsiao Peng, Riccardo Leonardi

International Conference on Learning Representations (ICLR), 2025

• arXiv

TransTIC: Transferring Transformer-based Image Compression from Human Visualization to Machine Perception

Yi-Hsin Chen, Ying-Chieh Weng, Chia-Hao Kao, Cheng Chien, Wei-Chen Chiu, Wen-Hsiao Peng

IEEE/CVF International Conference on Computer Vision (ICCV), 2023

• arXiv
• Code
• Website

Transformer-based Image Compression with Variable Image Quality Objectives

Chia-Hao Kao*, Yi-Hsin Chen*, Cheng Chien, Wei-Chen Chiu, Wen-Hsiao Peng

Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023

• arXiv
• Code
• Website

Learned hierarchical b-frame coding with adaptive feature modulation for yuv 4: 2: 0 content

Mu-Jung Chen, Hong-Sheng Xie, Cheng Chien, Wen-Hsiao Peng, Hsueh-Ming Hang

2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023

• arXiv
• Website