关注
Tyler L. Hayes
Tyler L. Hayes
Research Scientist, NAVER LABS Europe
在 g.rit.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Measuring Catastrophic Forgetting in Neural Networks
R Kemker, M McClure, A Abitino, TL Hayes, C Kanan
AAAI, 3390-3398, 2018
7282018
REMIND Your Neural Network to Prevent Catastrophic Forgetting
TL Hayes, K Kafle, R Shrestha, M Acharya, C Kanan
ECCV, 2020
2872020
Memory Efficient Experience Replay for Streaming Learning
TL Hayes, ND Cahill, C Kanan
ICRA, 2019
2522019
Avalanche: an End-to-End Library for Continual Learning
V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ...
CVPR Workshop on Continual Learning in Computer Vision, 2021
1822021
Lifelong machine learning with deep streaming linear discriminant analysis
TL Hayes, C Kanan
CVPR Workshop on Continual Learning in Computer Vision, 2020
1582020
Replay in Deep Learning: Current Approaches and Missing Biological Elements
TL Hayes, GP Krishnan, M Bazhenov, HT Siegelmann, TJ Sejnowski, ...
Neural Computation, 2021
1222021
Self-Supervised Training Enhances Online Continual Learning
J Gallardo, TL Hayes, C Kanan
BMVC, 2021
622021
RODEO: Replay for Online Object Detection
M Acharya, TL Hayes, C Kanan
BMVC, 2020
532020
Are Open Set Classification Methods Effective on Large-Scale Datasets?
R Roady, TL Hayes, R Kemker, A Gonzales, C Kanan
PLoS ONE, 2020
51*2020
New metrics and experimental paradigms for continual learning
TL Hayes, R Kemker, ND Cahill, C Kanan
CVPR Workshop on Real-World Challenges and New Benchmarks for Deep Learning …, 2018
452018
Online Continual Learning for Embedded Devices
TL Hayes, C Kanan
CoLLAs, 2022
412022
Stream-51: Streaming Classification and Novelty Detection From Videos
R Roady, TL Hayes, H Vaidya, C Kanan
CVPR Workshop on Continual Learning in Computer Vision, 228-229, 2020
272020
Selective Replay Enhances Learning in Online Continual Analogical Reasoning
TL Hayes, C Kanan
CVPR Workshop on Continual Learning in Computer Vision, 2021
152021
Do we need fully connected output layers in convolutional networks?
Z Qian, TL Hayes, K Kafle, C Kanan
arXiv preprint arXiv:2004.13587, 2020
102020
Continual learning: Applications and the road forward
E Verwimp, S Ben-David, M Bethge, A Cossu, A Gepperth, TL Hayes, ...
TMLR, 2023
92023
How Efficient Are Today's Continual Learning Algorithms?
MY Harun, J Gallardo, TL Hayes, C Kanan
CVPR Workshop on Continual Learning in Computer Vision, 2023
92023
Efficiently computing piecewise flat embeddings for data clustering and image segmentation
RT Meinhold, TL Hayes, ND Cahill
2016 IEEE MIT Undergraduate Research Technology Conference (URTC), 1-4, 2016
92016
SIESTA: Efficient Online Continual Learning with Sleep
MY Harun, J Gallardo, TL Hayes, R Kemker, C Kanan
TMLR, 2023
82023
Continual causality: A retrospective of the inaugural aaai-23 bridge program
M Mundt, KW Cooper, DS Dhami, A Ribeiro, JS Smith, A Bellot, T Hayes
AAAI Bridge Program on Continual Causality, 1-10, 2023
42023
Disentangling Transfer and Interference in Multi-Domain Learning
Y Zhang, TL Hayes, C Kanan
AAAI Workshop on Practical Deep Learning in the Wild, 2022
42022
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