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2022

Continual Semi-Supervised Learning - First International Workshop, CSSL 2021, Virtual Event, August 19-20, 2021, Revised Selected PapersFabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco, editors, Volume 13418 of Lecture Notes in Computer Science, Springer, 2022. [doi]

2021

SPeCiaL: Self-supervised Pretraining for Continual LearningLucas Caccia, Joelle Pineau. wcssl 2022: 91-103 [doi]

Unsupervised Continual Learning via Pseudo LabelsJiangpeng He, Fengqing Zhu. wcssl 2022: 15-32 [doi]

Evaluating Continual Learning Algorithms by Generating 3D Virtual EnvironmentsEnrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci. wcssl 2022: 62-74 [doi]

Transfer and Continual Supervised Learning for Robotic Grasping Through Grasping FeaturesLuca Monorchio, Marco Capotondi, Mario Corsanici, Wilson Villa, Alessandro De Luca 0001, Francesco Puja. wcssl 2022: 33-47 [doi]

Unsupervised Continual Learning via Self-adaptive Deep Clustering ApproachMahardhika Pratama, Andri Ashfahani, Edwin Lughofer. wcssl 2022: 48-61 [doi]

Distilled Replay: Overcoming Forgetting Through Synthetic SamplesAndrea Rosasco, Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu. wcssl 2022: 104-117 [doi]

International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and BaselinesAjmal Shahbaz, Salman Khan 0004, Mohammad Asiful Hossain, Vincenzo Lomonaco, Kevin Cannons, Zhan Xu, Fabio Cuzzolin. wcssl 2022: 1-14 [doi]

Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary ClassificationJingbo Sun, Li Yang, Jiaxin Zhang 0005, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao 0001. wcssl 2022: 118-133 [doi]

A Benchmark and Empirical Analysis for Replay Strategies in Continual LearningQihan Yang, Fan Feng, Rosa H. M. Chan. wcssl 2022: 75-90 [doi]

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