Tyler L. Hayes - Concepedia

Author

Tyler L. Hayes

Rochester Institute of Technology ORCID

Also Known As

Hayes T. L., Hayes, Tyler, Hayes, Tyler L., Tyler Hayes, Tyler L Hayes, Tyler L. Hayes

Publications

1.8K

Citations

H-Index

Concepts

All Affiliations

Rochester Institute of Technology Cornell University

About

Tyler L. Hayes is an author at Rochester Institute of Technology specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	1.4K
2	Cognitive Science	6	6	885
3	Education	5	5	221
4	Social Sciences	5	5	847
5	Computer Engineering	2	2	133

Tyler L. Hayes

Publications

1.5K

Citations

H-Index

Page 1

	Year	Citations
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker, Marc McClure, Angelina Abitino, Proceedings of the AAAI Conference on Artificial Intelligence Additional Bird SpeciesConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2018	529
Memory Efficient Experience Replay for Streaming Learning Tyler L. Hayes, Nathan D. Cahill, Christopher Kanan Artificial IntelligenceData StreamEngineeringMachine LearningData Science	2019	199
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker, Marc McClure, Angelina Abitino, arXiv (Cornell University) Additional Bird SpeciesConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2017	190
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis Tyler L. Hayes, Christopher Kanan Artificial IntelligenceIncremental LearningEngineeringMachine LearningLifelong Machine Learning	2020	135
Avalanche: An end-to-end library for continual learning Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, CINECA IRIS Institutial research information system (University of Pisa) Artificial IntelligenceContinual LearningIncremental LearningEngineeringMachine Learning	2021	120
Replay in Deep Learning: Current Approaches and Missing Biological Elements Tyler L. Hayes, Giri P. Krishnan, Maxim Bazhenov, Neural Computation EngineeringMachine LearningNeural RecodingSequential LearningExplicit Memory	2021	98
New Metrics and Experimental Paradigms for Continual Learning Tyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Artificial IntelligenceIncremental LearningEngineeringMachine LearningSequential Learning	2018	32
RODEO: Replay for Online Object Detection Manoj Acharya, Tyler L. Hayes, Christopher Kanan arXiv (Cornell University) EngineeringMachine LearningOnline Object DetectionVideo InterpretationCatastrophic Forgetting	2020	27
Self-Supervised Training Enhances Online Continual Learning Jhair Gallardo, Tyler L. Hayes, Christopher Kanan arXiv (Cornell University) Artificial IntelligenceFew-shot LearningIncremental LearningEngineeringMachine Learning	2021	23
REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes, Kushal Kafle, Robik Shrestha, arXiv (Cornell University)	2019	22

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