
Harshil JainIndian Institute of Technology Gandhinagar · Computer Science and Engg.
Harshil Jain
Bachelor of Technology
About
3
Publications
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31
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Introduction
Skills and Expertise
Additional affiliations
June 2017 - June 2021
Publications
Publications (3)
Deep neural networks have demonstrated their superior performance in almost every Natural Language Processing task, however, their increasing complexity raises concerns. In particular, these networks require high expenses on computational hardware, and training budget is a concern for many. Even for a trained network, the inference phase can be too...
Deep neural networks have demonstrated their superior performance in almost every Natural Language Processing task, however, their increasing complexity raises concerns. A particular concern is that these networks pose high requirements for computing hardware and training budgets. The state-of-the-art transformer models are a vivid example. Simplif...
Object detection is a computer vision technique for locating instances of objects in images or videos. It basically deals with the detection of instances of semantic objects of a certain class in digital images and videos. It is a spine of a lot of practical applications of computer vision including image retrieval, self-driving cars, face recognit...