41 citations · 79 across the 5 of their papers we have counts for
5 papers
Not All Lotteries Are Made Equal
Surya Kant Sahu, Sai Mitheran, Somya Suhans Mahapatra
The Lottery Ticket Hypothesis (LTH) states that for a reasonably sized neural network, a sub-network within the same network yields no less performance than the dense counterpart w…
Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding
Lalithkumar Seenivasan, Sai Mitheran, Mobarakol Islam +1
Global and local relational reasoning enable scene understanding models to perform human-like scene analysis and understanding. Scene understanding enables better semantic segmenta…
Audiomer: A Convolutional Transformer For Keyword Spotting
Surya Kant Sahu, Sai Mitheran, Juhi Kamdar +1
Transformers have seen an unprecedented rise in Natural Language Processing and Computer Vision tasks. However, in audio tasks, they are either infeasible to train due to extremely…
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks
Bharadwaj Manda, Shubham Dhayarkar, Sai Mitheran +2
Ongoing advancements in the fields of 3D modelling and digital archiving have led to an outburst in the amount of data stored digitally. Consequently, several retrieval systems hav…
Introducing Self-Attention to Target Attentive Graph Neural Networks
Sai Mitheran, Abhinav Java, Surya Kant Sahu +1
Session-based recommendation systems suggest relevant items to users by modeling user behavior and preferences using short-term anonymous sessions. Existing methods leverage Graph…