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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
16302019
Measuring catastrophic forgetting in neural networks
R Kemker, M McClure, A Abitino, TL Hayes, C Kanan
AAAI, 2018
4342018
Color-to-grayscale: does the method matter in image recognition?
C Kanan, GW Cottrell
PLOS ONE 7 (1), e29740, 2012
3692012
Robotic grasp detection using deep convolutional neural networks
S Kumra, C Kanan
IROS, 769-776, 2017
3322017
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
3242018
FearNet: Brain-Inspired Model for Incremental Learning
R Kemker, C Kanan
ICLR, 2018
3242018
SUN: Top-down saliency using natural statistics
C Kanan, MH Tong, L Zhang, GW Cottrell
Visual Cognition 17 (6-7), 979-1003, 2009
3222009
Robust classification of objects, faces, and flowers using natural image statistics
C Kanan, G Cottrell
CVPR, 2472-2479, 2010
2282010
An Analysis of Visual Question Answering Algorithms
K Kafle, C Kanan
ICCV, 2017
1792017
Visual Question Answering: Datasets, Algorithms, and Future Challenges
K Kafle, C Kanan
Computer Vision and Image Understanding (CVIU), 2017
1752017
Memory Efficient Experience Replay for Streaming Learning
TL Hayes, ND Cahill, C Kanan
ICRA, 2019
1442019
Answer-type prediction for visual question answering
K Kafle, C Kanan
CVPR, 4976-4984, 2016
1332016
DVQA: Understanding Data Visualizations via Question Answering
K Kafle, S Cohen, B Price, C Kanan
CVPR, 2018
1182018
REMIND Your Neural Network to Prevent Catastrophic Forgetting
TL Hayes, K Kafle, R Shrestha, M Acharya, C Kanan
ECCV, 2020
1132020
Self-taught feature learning for hyperspectral image classification
R Kemker, C Kanan
IEEE Transactions on Geoscience and Remote Sensing 55 (5), 2693-2705, 2017
1082017
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
1072015
Data Augmentation for Visual Question Answering
K Kafle, M Yousefhussien, C Kanan
International Natural Language Generation Conference (INLG), 2017
992017
Humans have idiosyncratic and task-specific scanpaths for judging faces
C Kanan, DNF Bseiso, NA Ray, JH Hsiao, GW Cottrell
Vision Research 108, 67-76, 2015
822015
Answer Them All! Toward Universal Visual Question Answering Models
R Shrestha, K Kafle, C Kanan
CVPR, 2019
702019
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
662020
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