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Is ALBERT short for BERT?
Is ALBERT short for BERT?
Getting to know the differences between two of the most revolutionary state of the art algorithmic flows in Natural Language Processing.
Marzieh Mehdizadeh
Jul 3, 2020
Simple, Powerful, and Fast— RegNet Architecture from Facebook AI Research
Simple, Powerful, and Fast— RegNet Architecture from Facebook AI Re...
Understanding the core architecture of RegNet from Facebook AI
Shreejal Trivedi
Jun 18, 2020
MixConv — Mixed Depthwise Convolutional Kernels from Google Brain
MixConv — Mixed Depthwise Convolutional Kernels from Google Brain
An understanding of a new paradigm of depthwise convolution operation developed by Google Research Team
Shreejal Trivedi
Jun 28, 2020
Understanding DIoU Loss — A Quick Read
Understanding DIoU Loss — A Quick Read
DIoU Loss implications on solving common regression problems
Mahima Modi
May 23, 2020
Synthetic Bounding Box Generation
Synthetic Bounding Box Generation
A step further to generate artificial bounding boxes for balanced training in object detectors
Mahima Modi
Jun 23, 2020
Understanding Attention Modules: CBAM and BAM — A Quick Read
Understanding Attention Modules: CBAM and BAM — A Quick Read
Understanding one of the interesting attention mechanisms in convolutional neural networks.
Shreejal Trivedi
Jun 12, 2020
Understanding Focal Loss — A Quick Read
Understanding Focal Loss — A Quick Read
Focal Loss Implications on Solving Class Imbalance Problem.
Shreejal Trivedi
May 2, 2020
Triplet Loss Demystified in 5 mins
Triplet Loss Demystified in 5 mins
Best explanation of triplet loss you will come across
Deval Shah
May 1, 2020
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