79 citations · 264 across the 15 of their papers we have counts for
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cs.CV2021★ 1 cited
SPeCiaL: Self-Supervised Pretraining for Continual Learning
Lucas Caccia, Joelle Pineau
This paper presents SPeCiaL: a method for unsupervised pretraining of representations tailored for continual learning. Our approach devises a meta-learning objective that different…
cs.CV2018
Deep Generative Modeling of LiDAR Data
Lucas Caccia, Herke van Hoof, Aaron Courville +1
Building models capable of generating structured output is a key challenge for AI and robotics. While generative models have been explored on many types of data, little work has be…