Talks and Posters

ICLR (24-28 Apr 2025; Singapore)
poster: “On the computation of the Fisher Information in continual learning” [poster] [slides]
NICE Conference (25-28 Mar 2025; Heidelberg, Germany)
25-min talk: “A new direction for continual learning: ask not just where to go, also how to get there” [slides] [video]

CVC Seminar (23 May 2024; Barcelona, Spain)
40-min talk: “Two complementary perspectives to continual learning” [slides] [abstract]

Symposium on Continual Learning beyond Classification (27-29 Nov 2023; Mainz, Germany)
20-min talk: “Continual learning in representations and diffusion models” [slides]
BNAIC/BeNeLearn (8-10 Nov 2023; Delft, the Netherlands)
15-min talk & poster: “Three types of incremental learning” [slides] [poster] [abstract]
Dagstuhl Seminar “Deep Continual Learning” (19-24 Mar 2023; Wadern, Germany)
60-min tutorial: “Deep continual learning” [slides] [code]
10-min talk: “The stability gap” [slides]
Sony &inCSL Seminar (1 Mar 2023; online)
40-min talk: “Three types of incremental learning: a framework for continual learning” [slides]

CoLLAs (18-24 Aug 2022; Montreal, Canada)
20-min talk & poster: “Three types of incremental learning” [slides] [poster] [video]

Champalimaud Research Symposium (13-15 Oct 2021; Lisbon, Portugal)
poster: “Incrementally learning new classes: generative replay versus generative classification” [poster]
CVPR workshop “Continual Learning in Computer Vision” (25 June 2021; online)
5-min talk & poster: “Class-incremental learning with generative classifiers” [slides] [video]
ContinualAI Seminar (21 May 2021; online)
40-min talk: “Class-Incremental Learning with Generative Classifiers” [slides] [video]

Reading Group of Simons Institute, UC Berkeley (11 Nov 2020; online)
45-min talk: “Brain-Inspired Replay” [slides]
ContinualAI Meetup (30 Oct 2020; online)
15-min talk: “Robustness and Generalization in Continual Learning” [slides] [video]
Bernstein Conference (1 Oct 2020; online)
5-min talk: “Generative Replay in Deep Neural Networks as a Model for Reactivation in the Brain” [slides] [abstract]
ICLR workshop “Bridging AI and Cognitive Science (BAICS)” (26 Apr 2020; online)
20-min talk: “Brain-Like Replay for Continual Learning with Artificial Neural Networks” [slides] [video]
Cosyne (27 Feb - 1 Mar 2020; Denver, USA)
poster: “Brain-inspired replay in artificial neural networks” [poster] [abstract]

Cambridge Neuroscience Symposium (12-13 Sep 2019; Cambridge, UK)
2-min talk & poster: “Brain-inspired replay in artificial neural networks” [slides] [poster]
Cambridge Memory Meeting (4 Apr 2019; Cambridge, UK)
20-min talk: “The Role of Replay in Stabilizing Memories” [slides]

NeurIPS Continual Learning workshop (7 Dec 2018; Montreal, Canada)
poster: “Three continual learning scenarios” [poster]
UK-Korea Neuroscience Symposium (20-21 Aug 2018; Busan, Korea)
10-min talk & poster: “Reactivation in biological and artificial neural networks” [slides] [poster]

Annual Meeting of the Japan Neuroscience Society (20-23 Jul 2017; Chiba, Japan)
poster: “Classifying hippocampal interneurons from extracellular recordings alone” [poster]
Memory Reactivation Workshop (8 May 2017; Cardiff, UK)
20-min talk: “Hippocampal reactivation stabilizes recently formed cell assembly patterns” [slides]
Brain Conference “Learning, Memory and Synaptic Plasticity” (23-26 Apr 2017; Rungstedgaard, Denmark)
20-min talk: “Offline reactivation stabilizes recently formed hippocampal cell assembly patterns” [slides]
Royal Society meeting “The offline brain” (30-31 Jan 2017; Buckinghamshire, UK)
4-min talk: “Reactivation stabilizes hippocampal cell assemblies” [slides]

FENS Forum (2-6 Jul 2016; Copenhagen, Denmark)
poster: “Optogenetic SWR-silencing destabilizes newly formed hippocampal cell assemblies” [poster]

Annual Meeting of the Society for Neuroscience (17-21 Oct 2015; Chicago, USA)
poster: “Sleep reactivation predicts awake reinstatement of hippocampal cell assemblies” [poster]