research
∙
03/22/2023
Training Multilayer Perceptrons by Sampling with Quantum Annealers
A successful application of quantum annealing to machine learning is tra...
share
research
∙
01/25/2022
Mutual information neural estimation for unsupervised multi-modal registration of brain images
Many applications in image-guided surgery and therapy require fast and r...
research
∙
01/25/2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting
Fitting geometric models onto outlier contaminated data is provably intr...
research
∙
12/03/2021
Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector
Data collected by Earth-observing (EO) satellites are often afflicted by...
research
∙
08/26/2021
Physical Adversarial Attacks on an Aerial Imagery Object Detector
Deep neural networks (DNNs) have become essential for processing the vas...
research
∙
07/05/2021
Quantum Annealing Formulation for Binary Neural Networks
Quantum annealing is a promising paradigm for building practical quantum...
research
∙
08/14/2019
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space
Generalised zero-shot learning (GZSL) is a classification problem where ...
research
∙
08/06/2019
Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces
Generalised zero-shot learning (GZSL) methods aim to classify previously...
research
∙
02/12/2019
Real-time tracker with fast recovery from target loss
In this paper, we introduce a variation of a state-of-the-art real-time ...
research
∙
01/15/2019
Multi-modal Ensemble Classification for Generalized Zero Shot Learning
Generalized zero shot learning (GZSL) is defined by a training process c...
research
∙
11/07/2018
Instance Retrieval at Fine-grained Level Using Multi-Attribute Recognition
In this paper, we present a method for instance ranking and retrieval at...
research
∙
07/31/2018
Improving the Annotation of DeepFashion Images for Fine-grained Attribute Recognition
DeepFashion is a widely used clothing dataset with 50 categories and mor...
research
∙
06/20/2018
Hide and Seek tracker: Real-time recovery from target loss
In this paper, we examine the real-time recovery of a video tracker from...
research
∙
06/19/2018