Vincenzo Lomonaco

CoRR, 2021

Avalanche: an End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines.

[BibT_eX]

[DOI]

Ajmal Shahbaz

Salman Khan

Mohammad Asiful Hossain

Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021

Distilled Replay: Overcoming Forgetting Through Synthetic Samples.

[BibT_eX]

[DOI]

Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021

Continual Learning at the Edge: Real-Time Training on Smartphone Devices.

[BibT_eX]

[DOI]

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Continual Learning with Echo State Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Avalanche: An End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions].

[BibT_eX]

[DOI]

IEEE Robotics Autom. Mag., 2020

Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Efficient continual learning in neural networks with embedding regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.

[BibT_eX]

[DOI]

CoRR, 2020

Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Latent Replay for Real-Time Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches.

[BibT_eX]

[DOI]

Lorenzo Pellegrini

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Continual Reinforcement Learning in 3D Non-stationary Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Continual Learning with Deep Architectures.

[BibT_eX]

[DOI]

PhD thesis, 2019

Continuous learning in single-incremental-task scenarios.

[BibT_eX]

[DOI]

Neural Networks, 2019

OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Fine-Grained Continual Learning.

[BibT_eX]

[DOI]

Lorenzo Pellegrini

CoRR, 2019

Continual Learning for Robotics.

[BibT_eX]

[DOI]

CoRR, 2019

Online Continual Learning on Sequences.

[BibT_eX]

[DOI]

German Ignacio Parisi

Proceedings of the Recent Trends in Learning From Data, 2019

2018

Intelligent Drone Swarm for Search and Rescue Operations at Sea.

[BibT_eX]

[DOI]

Angelo Trotta

Marta Ziosi

Juan de Dios Yáñez Ávila

CoRR, 2018

Don't forget, there is more than forgetting: new metrics for Continual Learning.

[BibT_eX]

[DOI]

David Filliat

CoRR, 2018

Custom Dual Transportation Mode Detection By Smartphone Devices Exploiting Sensor Diversity.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017

CORe50: a New Dataset and Benchmark for Continuous Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016

A Machine Learning Approach for Continuous Development.

[BibT_eX]

[DOI]

Daniel Russo

Paolo Ciancarini

Proceedings of 5th International Conference in Software Engineering for Defence Applications, 2016

Semi-supervised tuning from temporal coherence.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Comparing Incremental Learning Strategies for Convolutional Neural Networks.

[BibT_eX]

[DOI]