A Detailed Look At CNN-based Approaches In Facial Landmark Detection

1 code implementation • 8 May 2020 • Chih-Fan Hsu, Chia-Ching Lin, Ting-Yang Hung, Chin-Laung Lei, Kuan-Ta Chen

To the best of our knowledge, using the PWC model to detect facial landmarks have not been comprehensively studied.

Facial Landmark Detection

TESLA: Task-wise Early Stopping and Loss Aggregation for Dynamic Neural Network Inference

no code implementations • ICLR 2018 • Chun-Min Chang, Chia-Ching Lin, Hung-Yi Ou Yang, Chin-Laung Lei, Kuan-Ta Chen

Besides, TESLA is applied to the VGG-16 model, which achieves 80\% accuracy using only 20\% of dot product terms on CIFAR-10 and also keeps 60\% accuracy using only 30\% of dot product terms on CIFAR-100, but the original IDP performs like a random guess in these two datasets at such low computation costs.