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Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning



Aniket Didolkar , Kshitij Gupta , Anirudh Goyal , Alex Lamb , Nan Rosemary Ke , Yoshua Bengio


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Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization



Dianbo Liu , Alex Lamb , Xu Ji , Pascal Notsawo , Mike Mozer , Yoshua Bengio , Kenji Kawaguchi


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Discrete-Valued Neural Communication



Dianbo Liu , Alex Lamb , Kenji Kawaguchi , Anirudh Goyal , Chen Sun , Michael Curtis Mozer , Yoshua Bengio


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Predicting the Ordering of Characters in Japanese Historical Documents



Alex Lamb , Tarin Clanuwat , Siyu Han , Mikel Bober-Irizar , Asanobu Kitamoto


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Coordination Among Neural Modules Through a Shared Global Workspace



Anirudh Goyal , Aniket Didolkar , Alex Lamb , Kartikeya Badola , Nan Rosemary Ke , Nasim Rahaman , Jonathan Binas , Charles Blundell , Michael Mozer , Yoshua Bengio


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Transformers with Competitive Ensembles of Independent Mechanisms



Alex Lamb , Di He , Anirudh Goyal , Guolin Ke , Chien-Feng Liao , Mirco Ravanelli , Yoshua Bengio

* Under Review, ICML 2021 

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A Brief Introduction to Generative Models



Alex Lamb


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Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers



Alex Lamb , Anirudh Goyal , Agnieszka Słowik , Michael Mozer , Philippe Beaudoin , Yoshua Bengio


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