2019 News

12/2019, Invited paper on incorporating hand-crafted filters in convolutional autoencoders(collab. w/ Caroline Crockett (UMich) and Dr. David Hong (UPenn)) is presented at IEEE Intl. Workshop on Compt. Adv. in Multi-Sensor Adaptive Process. (CAMSAP).


09/2019, Dr. Chun's full paper on fast and convergent convolutional analysis operator learning (CAOL) is published online in IEEE Trans. Image Process., the top journal in image processing and ML/AI (IF '20: 8.980). The paper proposes a fast and convergent multi-block optimization framework and introduces the link between CAOL and training convolutional neural networks.