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Christopher Kanan
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Continual lifelong learning with neural networks: A review
GI Parisi, R Kemker, JL Part, C Kanan, S Wermter
Neural Networks, 2019
29872019
Measuring catastrophic forgetting in neural networks
R Kemker, M McClure, A Abitino, TL Hayes, C Kanan
AAAI, 2018
7322018
FearNet: Brain-Inspired Model for Incremental Learning
R Kemker, C Kanan
ICLR, 2018
5202018
Robotic grasp detection using deep convolutional neural networks
S Kumra, C Kanan
IROS, 769-776, 2017
5202017
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
5152018
Color-to-grayscale: does the method matter in image recognition?
C Kanan, GW Cottrell
PLOS ONE 7 (1), e29740, 2012
5032012
SUN: Top-down saliency using natural statistics
C Kanan, MH Tong, L Zhang, GW Cottrell
Visual Cognition 17 (6-7), 979-1003, 2009
3312009
REMIND Your Neural Network to Prevent Catastrophic Forgetting
TL Hayes, K Kafle, R Shrestha, M Acharya, C Kanan
ECCV, 2020
2852020
Visual Question Answering: Datasets, Algorithms, and Future Challenges
K Kafle, C Kanan
Computer Vision and Image Understanding (CVIU), 2017
2632017
Memory Efficient Experience Replay for Streaming Learning
TL Hayes, ND Cahill, C Kanan
ICRA, 2019
2572019
An Analysis of Visual Question Answering Algorithms
K Kafle, C Kanan
ICCV, 2017
2522017
Robust classification of objects, faces, and flowers using natural image statistics
C Kanan, G Cottrell
CVPR, 2472-2479, 2010
2472010
DVQA: Understanding Data Visualizations via Question Answering
K Kafle, S Cohen, B Price, C Kanan
CVPR, 2018
2462018
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
1802021
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
1662015
Answer-type prediction for visual question answering
K Kafle, C Kanan
CVPR, 4976-4984, 2016
1612016
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
1552020
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
1442020
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
1382020
Data Augmentation for Visual Question Answering
K Kafle, M Yousefhussien, C Kanan
International Natural Language Generation Conference (INLG), 2017
1372017
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