Search Results for author: Rohit Gajawada

Found 3 papers, 2 papers with code

Universal Material Translator: Towards Spoof Fingerprint Generalization

no code implementations8 Dec 2019 Rohit Gajawada, Additya Popli, Tarang Chugh, Anoop Namboodiri, Anil K. Jain

Spoof detectors are classifiers that are trained to distinguish spoof fingerprints from bonafide ones.

Style Transfer

Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory

1 code implementation11 Apr 2018 Ameya Prabhu, Vishal Batchu, Rohit Gajawada, Sri Aurobindo Munagala, Anoop Namboodiri

We analyze the binarization tradeoff using a metric that jointly models the input binarization-error and computational cost and introduce an efficient algorithm to select layers whose inputs are to be binarized.

Binarization Model Compression +1

Distribution-Aware Binarization of Neural Networks for Sketch Recognition

1 code implementation9 Apr 2018 Ameya Prabhu, Vishal Batchu, Sri Aurobindo Munagala, Rohit Gajawada, Anoop Namboodiri

We present a theoretical analysis of the technique to show the effective representational power of the resulting layers, and explore the forms of data they model best.

Binarization Sketch Recognition

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