Cross-Resolution Flow Propagation for Foveated Video Super-Resolution

1 code implementation • 27 Dec 2022 • Eugene Lee, Lien-Feng Hsu, Evan Chen, Chen-Yi Lee

We propose Cross-Resolution Flow Propagation (CRFP) for FVSR.

SSIM Video Super-Resolution

Few-Shot and Continual Learning with Attentive Independent Mechanisms

1 code implementation • ICCV 2021 • Eugene Lee, Cheng-Han Huang, Chen-Yi Lee

Feeding DNNs with new data sequentially that were unseen in the training distribution has two major challenges -- fast adaptation to new tasks and catastrophic forgetting of old tasks.

Continual Learning Few-Shot Learning

Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner

1 code implementation • ECCV 2020 • Eugene Lee, Evan Chen, Chen-Yi Lee

Remote heart rate estimation is the measurement of heart rate without any physical contact with the subject and is accomplished using remote photoplethysmography (rPPG) in this work.

Heart rate estimation

NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks

1 code implementation • CVPR 2020 • Eugene Lee, Chen-Yi Lee

Deciding the amount of neurons during the design of a deep neural network to maximize performance is not intuitive.