3 papers
cs.CV2023
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition
Shuvendu Roy, Ali Etemad
Although there has been much progress in the area of facial expression recognition (FER), most existing methods suffer when presented with images that have been captured from viewi…
cs.CV2022
Temporal Contrastive Learning with Curriculum
Shuvendu Roy, Ali Etemad
We present ConCur, a contrastive video representation learning method that uses curriculum learning to impose a dynamic sampling strategy in contrastive training. More specifically…
cs.CV2022
Analysis of Semi-Supervised Methods for Facial Expression Recognition
Shuvendu Roy, Ali Etemad
Training deep neural networks for image recognition often requires large-scale human annotated data. To reduce the reliance of deep neural solutions on labeled data, state-of-the-a…