Search Results for author: J. Collomosse

Found 2 papers, 1 papers with code

Vax-a-Net: Training-time Defence Against Adversarial Patch Attacks

no code implementations17 Sep 2020 T. Gittings, S. Schneider, J. Collomosse

We present Vax-a-Net; a technique for immunizing convolutional neural networks (CNNs) against adversarial patch attacks (APAs).

Generative Adversarial Network

Sketching out the Details: Sketch-based Image Retrieval using Convolutional Neural Networks with Multi-stage Regression

1 code implementation1 Dec 2017 T. Bui, L. Ribeiro, M. Ponti, J. Collomosse

We propose and evaluate several deep network architectures for measuring the similarity between sketches and photographs, within the context of the sketch based image retrieval (SBIR) task.

Data Augmentation Dimensionality Reduction +2

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