Hypernetworks for Continual Semi-Supervised Learning

Memory consolidation and the medial temporal lobe: a simple network model

Pablo Alvarez and Larry R Squire · 1994

Earlier work this paper cites.

Reactivation of hippocampal ensemble memories during sleep

Matthew A Wilson and Bruce L McNaughton · 1994

Earlier work this paper cites.

Domain-specific knowledge systems in the brain: The animate-inanimate distinction

Alfonso Caramazza and Jennifer R Shelton · 1998

Earlier work this paper cites.

The organization of conceptual knowledge: the evidence from category-specific semantic deficits

Alfonso Caramazza and Bradford Z Mahon · 2003

Earlier work this paper cites.

Category-specific organization in the human brain does not require visual experience

Bradford Z Mahon, Stefano Anzellotti, Jens Schwarzbach, Massimiliano Zampini, and Alfonso Caramazza · 2009

Earlier work this paper cites.

Auto-encoding variational bayes

Original

Diederik P Kingma and Max Welling · 2013

Earlier work this paper cites.

Distributed representations of words and phrases and their compositionality

Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013

Earlier work this paper cites.

Glove: Global vectors for word representation

Jeffrey Pennington, Richard Socher, and Christopher D Manning · 2014

Earlier work this paper cites.

How concepts are encoded in the human brain: a modality independent, category-based cortical organization of semantic knowledge

Giacomo Handjaras, Emiliano Ricciardi, Andrea Leo, Alessandro Lenci, Luca Cecchetti, Mirco Cosottini, Giovanna Marotta, and Pietro Pietrini · 2016

Earlier work this paper cites.

Improved techniques for training gans

Tim Salimans, Ian J Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016

Cited alongside, same era.

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al · 2017

Cited alongside, same era.

Gradient episodic memory for continual learning

David Lopez-Paz and Marc’Aurelio Ranzato · 2017

Cited alongside, same era.

Conditional image synthesis with auxiliary classifier gans

Augustus Odena, Christopher Olah, and Jonathon Shlens · 2017

Cited alongside, same era.

icarl: Incremental classifier and representation learning

Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl, and Christoph H Lampert · 2017

Cited alongside, same era.

Continual learning with deep generative replay

Hanul Shin, Jung Kwon Lee, Jaehong Kim, and Jiwon Kim · 2017

Gradient based sample selection for online continual learning

Rahaf Aljundi, Min Lin, Baptiste Goujaud, and Yoshua Bengio · 2019

Later among the works it cites.

Efficient lifelong learning with a-gem

Arslan Chaudhry, Marc’Aurelio Ranzato, Marcus Rohrbach, and Mohamed Elhoseiny · 2019

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A neural dirichlet process mixture model for task-free continual learning

Soochan Lee, Junsoo Ha, Dongsu Zhang, and Gunhee Kim · 2019

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Continual unsupervised representation learning

Dushyant Rao, Francesco Visin, Andrei Rusu, Razvan Pascanu, Yee Whye Teh, and Raia Hadsell · 2019

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Experience replay for continual learning

David Rolnick, Arun Ahuja, Jonathan Schwarz, Timothy Lillicrap, and Gregory Wayne · 2019

Later among the works it cites.

Continual learning with hypernetworks

Johannes von Oswald, Christian Henning, João Sacramento, and Benjamin F Grewe · 2019