Search Results for author: Andrew Walker

Found 3 papers, 0 papers with code

Adaptive Domain Generalization for Digital Pathology Images

no code implementations9 May 2023 Andrew Walker

Thus, there is a need for "reactive" domain generalization techniques: ones that adapt to domain shifts at test-time rather than requiring predictions of or examples of the shifts at training time.

Domain Generalization

Magnetoresistive RAM for error resilient XNOR-Nets

no code implementations24 May 2019 Michail Tzoufras, Marcin Gajek, Andrew Walker

We trained three Binarized Convolutional Neural Network architectures (LeNet-4, Network-In-Network, AlexNet) on a variety of datasets (MNIST, CIFAR-10, CIFAR-100, extended SVHN, ImageNet) using error-prone activations and tested them without errors to study the resilience of the training process.

Autonomous search for a diffusive source in an unknown environment

no code implementations7 Jun 2013 Branko Ristic, Alex Skvortsov, Andrew Walker

The paper presents an approach to olfactory search for a diffusive emitting source of tracer (e. g. aerosol, gas) in an environment with unknown map of randomly placed and shaped obstacles.

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