CSSL

Publications

volume 13418, 2022

Continual Semi-Supervised Learning - First International Workshop, CSSL 2021, Virtual Event, August 19-20, 2021, Revised Selected Papers CSSL 13418 (2022)

2021

Lucas Caccia, Joelle Pineau
SPeCiaL: Self-supervised Pretraining for Continual Learning. CSSL (2021)
Jiangpeng He, Fengqing Zhu
Unsupervised Continual Learning via Pseudo Labels. CSSL (2021)
Luca Monorchio, Marco Capotondi, Mario Corsanici, Wilson Villa, Alessandro De Luca, Francesco Puja
Transfer and Continual Supervised Learning for Robotic Grasping Through Grasping Features. CSSL (2021)
Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci
Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments. CSSL (2021)
Andrea Rosasco, Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu
Distilled Replay: Overcoming Forgetting Through Synthetic Samples. CSSL (2021)
Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach. CSSL (2021)
Qihan Yang, Fan Feng, Rosa H. M. Chan
A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning. CSSL (2021)
Ajmal Shahbaz, Salman Khan, Mohammad Asiful Hossain, Vincenzo Lomonaco, Kevin Cannons, Zhan Xu, Fabio Cuzzolin
International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines. CSSL (2021)
Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao
Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary Classification. CSSL (2021)