Are open set classification methods effective on large-scale datasets?
Roady, Ryne, Hayes, Tyler L, Kemker, Ronald, Gonzales, Ayesha, Kanan, Christopher, Sun, Hao
Published in PloS one (04.09.2020)
Published in PloS one (04.09.2020)
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Journal Article
Replay in Deep Learning: Current Approaches and Missing Biological Elements
Hayes, Tyler L., Krishnan, Giri P., Bazhenov, Maxim, Siegelmann, Hava T., Sejnowski, Terrence J., Kanan, Christopher
Published in Neural computation (12.10.2021)
Published in Neural computation (12.10.2021)
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Journal Article
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis
Hayes, Tyler L., Kanan, Christopher
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
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Conference Proceeding
Avalanche: an End-to-End Library for Continual Learning
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea, Carta, Antonio, Graffieti, Gabriele, Hayes, Tyler L., De Lange, Matthias, Masana, Marc, Pomponi, Jary, van de Ven, Gido M., Mundt, Martin, She, Qi, Cooper, Keiland, Forest, Jeremy, Belouadah, Eden, Calderara, Simone, Parisi, German I., Cuzzolin, Fabio, Tolias, Andreas S., Scardapane, Simone, Antiga, Luca, Ahmad, Subutai, Popescu, Adrian, Kanan, Christopher, van de Weijer, Joost, Tuytelaars, Tinne, Bacciu, Davide, Maltoni, Davide
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
How Efficient Are Today's Continual Learning Algorithms?
Harun, Md Yousuf, Gallardo, Jhair, Hayes, Tyler L., Kanan, Christopher
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
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Conference Proceeding
Memory Efficient Experience Replay for Streaming Learning
Hayes, Tyler L., Cahill, Nathan D., Kanan, Christopher
Published in 2019 International Conference on Robotics and Automation (ICRA) (01.05.2019)
Published in 2019 International Conference on Robotics and Automation (ICRA) (01.05.2019)
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Conference Proceeding
Selective Replay Enhances Learning in Online Continual Analogical Reasoning
Hayes, Tyler L., Kanan, Christopher
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Compassionately Conservative Balanced Cuts for Image Segmentation
Cahill, Nathan D., Hayes, Tyler L., Meinhold, Renee T., Hamilton, John F.
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
How Efficient Are Today's Continual Learning Algorithms?
Harun, Md Yousuf, Gallardo, Jhair, Hayes, Tyler L, Kanan, Christopher
Year of Publication 29.03.2023
Year of Publication 29.03.2023
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Journal Article
SHiNe: Semantic Hierarchy Nexus for Open-Vocabulary Object Detection
Liu, Mingxuan, Hayes, Tyler L., Ricci, Elisa, Csurka, Gabriela, Volpi, Riccardo
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
Liu, Mingxuan, Hayes, Tyler L, Ricci, Elisa, Csurka, Gabriela, Volpi, Riccardo
Year of Publication 16.05.2024
Year of Publication 16.05.2024
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Journal Article
PANDAS: Prototype-based Novel Class Discovery and Detection
Hayes, Tyler L, de Souza, César R, Kim, Namil, Kim, Jiwon, Volpi, Riccardo, Larlus, Diane
Year of Publication 27.02.2024
Year of Publication 27.02.2024
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Journal Article