Currently working on domain adaptation algorithms.
- Random collection of NLP problems in pytorch
- Simple NMT in pytorch using torchtext
- Given a language, generate a fake name that looks real using a transformer decoder
- Given a name, find the country of origin using a transformer encoder
- LAMDA: Label Matching Deep Domain Adaptation
- DANN: Unsupervised Domain Adaptation by Backpropagation
- ADDA: Adversarial Discriminative Domain Adaptation
- CAFEL: Confidence-Aware Uncertainty Balancing for Robust Facial Expression Learning (first author)
Math -> Physics -> DS -> ML -> Deep Learning