Results 61 to 70 of about 25,867,085 (318)

Unsupervised Domain Adaptation by Backpropagation [PDF]

, 2015
Top-performing deep architectures are trained on massive amounts of labeled data. In the absence of labeled data for a certain task, domain adaptation often provides an attractive option given that labeled data of similar nature but from a different ...
Ganin, Yaroslav, Lempitsky, Victor
core  

Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data [PDF]

IEEE International Joint Conference on Neural Network, 2018
In the past few years, Convolutional Neural Networks (CNNs) have been achieving state-of-the-art performance on a variety of problems. Many companies employ resources and money to generate these models and provide them as an API, therefore it is in their
Jacson Rodrigues Correia-Silva, Rodrigo Berriel, C. Badue, A. D. Souza, Thiago Oliveira-Santos   +4 more
semanticscholar   +1 more source

Spatiotemporal and quantitative analyses of phosphoinositides – fluorescent probe—and mass spectrometry‐based approaches

FEBS Letters, EarlyView.
Fluorescent probes allow dynamic visualization of phosphoinositides in living cells (left), whereas mass spectrometry provides high‐sensitivity, isomer‐resolved quantitation (right). Their synergistic use captures complementary aspects of lipid signaling. This review illustrates how these approaches reveal the spatiotemporal regulation and quantitative
Hiroaki Kajiho, Shin Morioka, Junko Sasaki, Takehiko Sasaki   +3 more
wiley   +1 more source

A labeled synthetic mobile money transaction datasetMendeley Data

Data in Brief
This data article introduces a labeled synthetic mobile money transaction dataset created using MoMTSim, a multi-agent-based simulation platform designed and validated specifically for mobile money transactions.
Denish Azamuke, Marriette Katarahweire, Engineer Bainomugisha   +2 more
doaj   +1 more source

The anti‐CRISPR protein AcrIE8.1 inhibits the type I‐E CRISPR‐Cas system by directly binding to the Cascade subunit Cas11

FEBS Letters, EarlyView.
In this study, we present the structure of AcrIE8.1, a previously uncharacterized anti‐CRISPR protein that inhibits the type I‐E CRISPR‐Cas system. Through a combination of structural and biochemical analyses, we demonstrate that AcrIE8.1 directly binds to the Cas11 subunit of the Cascade complex to inhibit the CRISPR‐Cas system.
Young Woo Kang, Hyun Ho Park
wiley   +1 more source

Pixel-Wise Defect Detection by CNNs without Manually Labeled Training Data

Applied Artificial Intelligence, 2019
In machine learning driven surface inspection one often faces the issue that defects to be detected are difficult to make available for training, especially when pixel-wise labeling is required.
M. Haselmann, D. P. Gruber
doaj   +1 more source

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis

Workshop on Detection and Classification of Acoustic Scenes and Events, 2019
This paper presents Task 4 of the Detection and Classification of Acoustic Scenes and Events (DCASE) 2019 challenge and provides a first analysis of the challenge results.
Nicolas Turpault, Romain Serizel, Ankit Shah, J. Salamon   +3 more
semanticscholar   +1 more source

Deep Learning Applications on Multitemporal SAR (Sentinel-1) Image Classification Using Confined Labeled Data: The Case of Detecting Rice Paddy in South Korea

IEEE Transactions on Geoscience and Remote Sensing, 2020
The applicability of deep learning to remote sensing is rapidly increasing in accordance with the improvement in spatiotemporal resolution of satellite images. However, unlike satellite images acquired in near-real-time over wide areas, there are limited
H. Jo, Sujong Lee, E. Park, C. Lim, Cholho Song, Halim Lee, Youngjin Ko, S. Cha, Hoonjoo Yoon, Woo-kyun Lee   +9 more
semanticscholar   +1 more source

An intracellular transporter mitigates the CO2‐induced decline in iron content in Arabidopsis shoots

FEBS Letters, EarlyView.
This study identifies a gene encoding a transmembrane protein, MIC, which contributes to the reduction of shoot Fe content observed in plants under elevated CO2. MIC is a putative Fe transporter localized to the Golgi and endosomal compartments. Its post‐translational regulation in roots may represent a potential target for improving plant nutrition ...
Timothy Mozzanino, Meijie Li, Cécile Fizames, Mattia Adamo, Laurence Lejay, Christian Dubos, Matthieu Platre, Antoine Martin   +7 more
wiley   +1 more source

Cross Modal Distillation for Supervision Transfer

, 2015
In this work we propose a technique that transfers supervision between images from different modalities. We use learned representations from a large labeled modality as a supervisory signal for training representations for a new unlabeled paired modality.
Gupta, Saurabh, Hoffman, Judy, Malik, Jitendra   +2 more
core   +1 more source