2 papers
cs.CV2022
Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation
Megh Manoj Bhalerao, Anurag Singh, Soma Biswas
Semi-supervised domain adaptation aims to classify data belonging to a target domain by utilizing a related label-rich source domain and very few labeled examples of the target dom…
cs.MM2021
Self-Supervision based Task-Specific Image Collection Summarization
Anurag Singh, Deepak Kumar Sharma, Sudhir Kumar Sharma
Successful applications of deep learning (DL) requires large amount of annotated data. This often restricts the benefits of employing DL to businesses and individuals with large bu…