Gino Brunner

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 27

Top Topics

Reinforcement Learning

Update Operations

Compositional Semantics

Neural Classifier

Top Venues

Publications

Sumu Zhao, Damián Pascual, Gino Brunner, Roger Wattenhofer
Of Non-Linearity and Commutativity in BERT. IJCNN (2021)
Damian Pascual, Gino Brunner, Roger Wattenhofer
Telling BERT's Full Story: from Local Attention to Global Aggregation. EACL (2021)
Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer
Of Non-Linearity and Commutativity in BERT. CoRR (2021)
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer
Medley2K: A Dataset of Medley Transitions. CoRR (2020)
Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer
On Identifiability in Transformers. ICLR (2020)
Damian Pascual, Gino Brunner, Roger Wattenhofer
Telling BERT's full story: from Local Attention to Global Aggregation. CoRR (2020)
Timo Bräm, Gino Brunner, Oliver Richter, Roger Wattenhofer
Attentive Multi-task Deep Reinforcement Learning. ECML/PKDD (3) (2019)
Gino Brunner, Mazda Moayeri, Oliver Richter, Roger Wattenhofer, Chi Zhang
Neural Symbolic Music Genre Transfer Insights. PKDD/ECML Workshops (2) (2019)
Andrea Soro, Gino Brunner, Simon Tanner, Roger Wattenhofer
Recognition and Repetition Counting for Complex Physical Exercises with Deep Learning. Sensors 19 (3) (2019)
Timo Bräm, Gino Brunner, Oliver Richter, Roger Wattenhofer
Attentive Multi-Task Deep Reinforcement Learning. CoRR (2019)
Gino Brunner, Yang Liu, Damián Pascual, Oliver Richter, Roger Wattenhofer
On the Validity of Self-Attention as Explanation in Transformer Models. CoRR (2019)
Gino Brunner, Nawel Naas, Sveinn Palsson, Oliver Richter, Roger Wattenhofer
Monaural Music Source Separation using a ResNet Latent Separator Network. ICTAI (2019)
Gino Brunner, Darya Melnyk, Birkir Sigfússon, Roger Wattenhofer
Swimming style recognition and lap counting using a smartwatch and deep learning. UbiComp (2019)
Gino Brunner, Andres Konrad, Yuyi Wang, Roger Wattenhofer
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer. ISMIR (2018)
Gino Brunner, Bence Szebedy, Simon Tanner, Roger Wattenhofer
The Urban Last Mile Problem: Autonomous Drone Delivery to Your Balcony. CoRR (2018)
Gino Brunner, Manuel Fritsche, Oliver Richter, Roger Wattenhofer
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning. ICTAI (2018)
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Sumu Zhao
Symbolic Music Genre Transfer with CycleGAN. ICTAI (2018)
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer
Teaching a Machine to Read Maps With Deep Reinforcement Learning. AAAI (2018)
Gino Brunner, Manuel Fritsche, Oliver Richter, Roger Wattenhofer
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning. CoRR (2018)
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Michael Weigelt
Disentangling the Latent Space of (Variational) Autoencoders for NLP. UKCI (2018)
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Michael Weigelt
Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations. CoRR (2018)
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Sumu Zhao
Symbolic Music Genre Transfer with CycleGAN. CoRR (2018)
Gino Brunner, Andres Konrad, Yuyi Wang, Roger Wattenhofer
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer. CoRR (2018)
Pascal Bissig, Gino Brunner, Florian Gubler, Roger Wattenhofer, Andreas Zingg
Towards Measuring Real-World Performance of Android Devices. AICCSA (2018)
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer
Teaching a Machine to Read Maps with Deep Reinforcement Learning. CoRR (2017)
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Jonas Wiesendanger
JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs. ICTAI (2017)
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Jonas Wiesendanger
JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs. CoRR (2017)