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Gino Brunner

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Of Non-Linearity and Commutativity in BERT

Jan 14, 2021
Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer

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Medley2K: A Dataset of Medley Transitions

Aug 25, 2020
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer

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Telling BERT's full story: from Local Attention to Global Aggregation

Apr 10, 2020
Damian Pascual, Gino Brunner, Roger Wattenhofer

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On the Validity of Self-Attention as Explanation in Transformer Models

Aug 12, 2019
Gino Brunner, Yang Liu, Damián Pascual, Oliver Richter, Roger Wattenhofer

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Attentive Multi-Task Deep Reinforcement Learning

Jul 05, 2019
Timo Bram, Gino Brunner, Oliver Richter, Roger Wattenhofer

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Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning

Sep 30, 2018
Gino Brunner, Manuel Fritsche, Oliver Richter, Roger Wattenhofer

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The Urban Last Mile Problem: Autonomous Drone Delivery to Your Balcony

Sep 21, 2018
Gino Brunner, Bence Szebedy, Simon Tanner, Roger Wattenhofer

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MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer

Sep 20, 2018
Gino Brunner, Andres Konrad, Yuyi Wang, Roger Wattenhofer

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Symbolic Music Genre Transfer with CycleGAN

Sep 20, 2018
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Sumu Zhao

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