Publications

(* Equal contribution)

2025

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    Bridging Compressed Image Latents and Multimodal Large Language Models
    Chia-Hao Kao , Cheng Chien, Yu-Jen Tseng , Yi-Hsin Chen , and 4 more authors
    In International Conference on Learning Representations (ICLR) , 2025
    arXiv

2023

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    TransTIC: Transferring Transformer-based Image Compression from Human Visualization to Machine Perception
    Yi-Hsin Chen , Ying-Chieh Weng , Chia-Hao Kao , Cheng Chien, and 2 more authors
    In IEEE/CVF International Conference on Computer Vision (ICCV) , 2023
    arXiv Code Website
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    Transformer-based Image Compression with Variable Image Quality Objectives
    Chia-Hao Kao* , Yi-Hsin Chen* , Cheng Chien, Wei-Chen Chiu , and 1 more author
    In Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) , 2023
    arXiv Code Website
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    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 , and 1 more author
    In 2023 IEEE International Symposium on Circuits and Systems (ISCAS) , 2023
    arXiv Website