Följ
Christopher Kanan
Titel
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Citeras av
År
Continual lifelong learning with neural networks: A review
GI Parisi, R Kemker, JL Part, C Kanan, S Wermter
Neural Networks, 2019
35782019
Measuring catastrophic forgetting in neural networks
R Kemker, M McClure, A Abitino, TL Hayes, C Kanan
AAAI, 2018
8582018
Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning
R Kemker, C Salvaggio, C Kanan
ISPRS Journal of Photogrammetry and Remote Sensing 145, 60-77, 2018
5992018
FearNet: Brain-Inspired Model for Incremental Learning
R Kemker, C Kanan
ICLR, 2018
5892018
Robotic grasp detection using deep convolutional neural networks
S Kumra, C Kanan
IROS, 769-776, 2017
5862017
Color-to-grayscale: does the method matter in image recognition?
C Kanan, GW Cottrell
PLOS ONE 7 (1), e29740, 2012
5412012
DVQA: Understanding Data Visualizations via Question Answering
K Kafle, S Cohen, B Price, C Kanan
CVPR, 2018
3842018
REMIND Your Neural Network to Prevent Catastrophic Forgetting
TL Hayes, K Kafle, R Shrestha, M Acharya, C Kanan
ECCV, 2020
3672020
SUN: Top-down saliency using natural statistics
C Kanan, MH Tong, L Zhang, GW Cottrell
Visual Cognition 17 (6-7), 979-1003, 2009
3322009
Visual Question Answering: Datasets, Algorithms, and Future Challenges
K Kafle, C Kanan
Computer Vision and Image Understanding (CVIU), 2017
2942017
An Analysis of Visual Question Answering Algorithms
K Kafle, C Kanan
ICCV, 2017
2882017
Memory Efficient Experience Replay for Streaming Learning
TL Hayes, ND Cahill, C Kanan
ICRA, 2019
2862019
Robust classification of objects, faces, and flowers using natural image statistics
C Kanan, G Cottrell
CVPR, 2472-2479, 2010
2532010
Avalanche: an end-to-end library for continual learning
V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2222021
Lifelong machine learning with deep streaming linear discriminant analysis
TL Hayes, C Kanan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2022020
VAIS: A dataset for recognizing maritime imagery in the visible and infrared spectrums
MM Zhang, J Choi, K Daniilidis, MT Wolf, C Kanan
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
1862015
Novel artificial intelligence system increases the detection of prostate cancer in whole slide images of core needle biopsies
P Raciti, J Sue, R Ceballos, R Godrich, JD Kunz, S Kapur, V Reuter, ...
Modern Pathology 33 (10), 2058-2066, 2020
1712020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law
D Teney, K Kafle, R Shrestha, E Abbasnejad, C Kanan, A Hengel
Neural Information Processing Systems, 2020
1652020
Answer-type prediction for visual question answering
K Kafle, C Kanan
CVPR, 4976-4984, 2016
1642016
Data Augmentation for Visual Question Answering
K Kafle, M Yousefhussien, C Kanan
International Natural Language Generation Conference (INLG), 2017
1492017
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Artiklar 1–20