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03/22/2023
Training Multilayer Perceptrons by Sampling with Quantum Annealers
A successful application of quantum annealing to machine learning is tra...
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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...
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01/25/2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting
Fitting geometric models onto outlier contaminated data is provably intr...
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12/03/2021
Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector
Data collected by Earth-observing (EO) satellites are often afflicted by...
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08/26/2021
Physical Adversarial Attacks on an Aerial Imagery Object Detector
Deep neural networks (DNNs) have become essential for processing the vas...
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07/05/2021
Quantum Annealing Formulation for Binary Neural Networks
Quantum annealing is a promising paradigm for building practical quantum...
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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 ...
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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...
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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 ...
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01/15/2019
Multi-modal Ensemble Classification for Generalized Zero Shot Learning
Generalized zero shot learning (GZSL) is defined by a training process c...
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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...
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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...
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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...
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06/19/2018
