10.9k citations
- University of WashingtonUS311 papers
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Showing 2021 · cs.CVShow all
3 papers · 2 filters
cs.CV2021★ 4 cited
A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology
Aaditya Prasad, Nikhil Mehta, Matthew Horak +1
Automated plant diagnosis is a technology that promises large increases in cost-efficiency for agriculture. However, multiple problems reduce the effectiveness of drones, including…
cs.CV2021
Transferable Adversarial Examples for Anchor Free Object Detection
Quanyu Liao, Xin Wang, Bin Kong +5
Deep neural networks have been demonstrated to be vulnerable to adversarial attacks: subtle perturbation can completely change prediction result. The vulnerability has led to a sur…
cs.CV2021★ 48 cited
Combining pretrained CNN feature extractors to enhance clustering of complex natural images
Joris Guerin, Stephane Thiery, Eric Nyiri +2
Recently, a common starting point for solving complex unsupervised image classification tasks is to use generic features, extracted with deep Convolutional Neural Networks (CNN) pr…