Ying-Chieh Weng

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

This work aims for transferring a Transformer-based image compression codec from human perception to machine perception without fine-tuning the codec. We propose a transferable Transformer-based image compression framework, termed TransTIC. Inspired by visual prompt tuning, TransTIC adopts an instan…