Transformer-based Image Compression with Variable Image Quality Objectives. - Chia-Hao Kao; Yi-Hsin Chen; Cheng Chien; Wei-Chen Chiu; Wen-Hsiao Peng (APSIPA ASC, 2023)

TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception. - Yi-Hsin Chen; Ying-Chieh Weng; Chia-Hao Kao; Cheng Chien; Wei-Chen Chiu; Wen-Hsiao Peng (ICCV, 2023)

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 (ISCAS, 2023)

ComNeck: Bridging Compressed Image Latents and Multimodal LLMs via Universal Transform-Neck. - Chia-Hao Kao; Cheng Chien; Yu-Jen Tseng; Yi-Hsin Chen; Alessandro Gnutti; Shao-Yuan Lo; Wen-Hsiao Peng; Riccardo Leonardi (CoRR, 2024)

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 (ICLR, 2025)