Nidhi Gowdra

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 8

Top Topics

Transformation Based Learning

Image Classification

Maximum Entropy

Iterative Scaling

Top Venues

Pattern Recognit.

Publications

Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell, Wei Qi Yan
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic. CoRR (2021)
Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell
Examining and Mitigating Kernel Saturation in Convolutional Neural Networks using Negative Images. CoRR (2021)
Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell, Wei Qi Yan
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic. Pattern Recognit. 119 (2021)
Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell
Examining convolutional feature extraction using Maximum Entropy (ME) and Signal-to-Noise Ratio (SNR) for image classification. CoRR (2021)
Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell
Examining and Mitigating Kernel Saturation in Convolutional Neural Networks using Negative Images. IECON (2020)
Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell
Examining convolutional feature extraction using Maximum Entropy (ME) and Signal-to-Noise Ratio (SNR) for image classification. IECON (2020)
Nidhi Gowdra
Pulsed Variable Flow Rate (PVFR): Feasibility Study. IECON (2020)
Nidhi Gowdra, Roopak Sinha
DynaCool: Efficient cooling of next-generation large-scale data centers. IECON (2017)