Suvaditya Mukherjee
Suvaditya Mukherjee
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Deep Learning
Guiding the Student's Learning Curve: Augmenting Knowledge Distillation with Insights from GradCAM
We use representations from a teacher to directly train the student network, and prove that it leads to a quicker convergence and better performance.
Suvaditya Mukherjee
,
Dev Chandan
,
Shreyas Dongre
PDF
Slides
Project Lingua Franca: Democratizing Information through Unified Optical Character Recognition and Neural Machine Translation
We use state-of-the-art OCR and NMT techniques to develop an ingenious method of translating books and other documents from one language to another with high-accuracy.
Suvaditya Mukherjee
,
Aaryadev Chandra
,
Krisha Chemburkar
PDF
Slides
TranscribeMate
A simple application developed in Flutter that enables transcribing information from images using Google MLKit For Flutter
Temporal Latent Bottleneck - TensorFlow
This is an unofficial implementation of the paper “Temporal Latent Bottleneck - Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning” by Didolkar et. al., developed jointly by Aritra Roy Gosthipaty and Suvaditya Mukherjee
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