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Jeffrey Bowers

3 papers · 2020–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

COLING (1) ICLR (1) NeurIPS (1)

Top co-authors

Gaurav Malhotra (2) Rui Ponte Costa (2) Casimir Ludwig (1) Jeff Mitchell (1) Milton Montero (1) Casimir JH Ludwig (1) Milton Llera Montero (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (2) Core Methods (2) Models (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

combinatorial generalization (2) representation learning (1) self-supervised learning (1) language acquisition (1) generative model (1) disentangled representation (1) unsupervised learning (1) variational autoencoder (1) latent space (1) number agreement (1) weight analysis (1) recurrent neural network (1)

Papers

Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation NeurIPS 2022 The role of Disentanglement in Generalisation ICLR 2021 Priorless Recurrent Networks Learn Curiously COLING 2020