Search Results for author: Sai Mitheran

Found 6 papers, 3 papers with code

Not All Lotteries Are Made Equal

no code implementations16 Jun 2022 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 when trained from the same initialization.

Relation Ticket Search

Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding

2 code implementations28 Jan 2022 Lalithkumar Seenivasan, Sai Mitheran, Mobarakol Islam, Hongliang Ren

Global and local relational reasoning enable scene understanding models to perform human-like scene analysis and understanding.

Graph Attention Knowledge Distillation +5

'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks

1 code implementation13 Jul 2021 Bharadwaj Manda, Shubham Dhayarkar, Sai Mitheran, V. K. Viekash, Ramanathan Muthuganapathy

Using the sketch images from this dataset, the paper also aims at evaluating the performance of various retrieval system or a search engine for 3D CAD models that accepts a sketch image as the input query.

Retrieval

Introducing Self-Attention to Target Attentive Graph Neural Networks

1 code implementation4 Jul 2021 Sai Mitheran, Abhinav Java, Surya Kant Sahu, Arshad Shaikh

Session-based recommendation systems suggest relevant items to users by modeling user behavior and preferences using short-term anonymous sessions.

Representation Learning Session-Based Recommendations

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