77 citations · 155 across the 20 of their papers we have counts for
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A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels
Devraj Mandal, Shrisha Bharadwaj, Soma Biswas
The major driving force behind the immense success of deep learning models is the availability of large datasets along with their clean labels. Unfortunately, this is very difficul…
Label Prediction Framework for Semi-Supervised Cross-Modal Retrieval
Devraj Mandal, Pramod Rao, Soma Biswas
Cross-modal data matching refers to retrieval of data from one modality, when given a query from another modality. In general, supervised algorithms achieve better retrieval perfor…
Unified Generator-Classifier for Efficient Zero-Shot Learning
Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas
Generative models have achieved state-of-the-art performance for the zero-shot learning problem, but they require re-training the classifier every time a new object category is enc…
Multi-class Novelty Detection Using Mix-up Technique
Supritam Bhattacharjee, Devraj Mandal, Soma Biswas
Multi-class novelty detection is increasingly becoming an important area of research due to the continuous increase in the number of object categories. It tries to answer the perti…