29 citations · 57 across the 7 of their papers we have counts for
4 papers · 2 filters
Consensus Clustering With Unsupervised Representation Learning
Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu +1
Recent advances in deep clustering and unsupervised representation learning are based on the idea that different views of an input image (generated through data augmentation techni…
Zero Shot Domain Generalization
Udit Maniyar, Joseph K J, Aniket Anand Deshmukh +2
Standard supervised learning setting assumes that training data and test data come from the same distribution (domain). Domain generalization (DG) methods try to learn a model that…
Self-Supervised Contextual Bandits in Computer Vision
Aniket Anand Deshmukh, Abhimanu Kumar, Levi Boyles +3
Contextual bandits are a common problem faced by machine learning practitioners in domains as diverse as hypothesis testing to product recommendations. There have been a lot of app…
Head and Tail Localization of C. elegans
Mansi Ranjit Mane, Aniket Anand Deshmukh, Adam J. Iliff
C. elegans is commonly used in neuroscience for behaviour analysis because of it's compact nervous system with well-described connectivity. Localizing the animal and distinguishing…