Continual Semi-Supervised Learning

Continual Semi-Supervised Learning

First International Workshop, CSSL 2021, Virtual Event, August 19-20, 2021, Revised Selected Papers

Cuzzolin, Fabio; Lomonaco, Vincenzo; Cannons, Kevin

Springer International Publishing AG

09/2022

135

Mole

Inglês

9783031175862

15 a 20 dias

Descrição não disponível.
International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines.- Unsupervised Continual Learning Via Pseudo Labels.- Transfer and Continual Supervised Learning for Robotic Grasping through Grasping Features.- Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach.- Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments.- A Benchmark and Empirical Analysis for Replay Methods in Continual Learning.- SPeCiaL: Self-Supervised Pretraining for Continual Learning.- Distilled Replay: Overcoming Forgetting through Synthetic Samples.- Self-supervised Novelty Detection for Continual Learning: A Gradient-based Approach Boosted by Binary Classification.
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artificial intelligence;clustering algorithms;computer hardware;computer networks;computer systems;computer vision;data mining;image analysis;image processing;machine learning;network protocols;neural networks;signal processing;unsupervised learning