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papers

Publications (10)

Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks

Audrey Chung, Paul Fieguth, Alexander Wong

Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence

Audrey G. Chung, Paul Fieguth, Alexander Wong

Assessing Architectural Similarity in Populations of Deep Neural Networks

Audrey Chung, Paul Fieguth, Alexander Wong

Efficient Deep Feature Learning and Extraction via StochasticNets

Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth +1

The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis

Audrey Chung, Mohammad Javad Shafiee, Paul Fieguth +1

Domain Adaptation and Transfer Learning in StochasticNets

Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth +1

Texture Classification in Extreme Scale Variations using GANet

Li Liu, Jie Chen, Guoying Zhao +3

Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields

Mohammad Javad Shafiee, Alexander Wong, Paul Fieguth

ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks

Xiaodan Hu, Audrey G. Chung, Paul Fieguth +3

From BoW to CNN: Two Decades of Texture Representation for Texture Classification

Li Liu, Jie Chen, Paul Fieguth +3