Gino Brunner

Orcid: 0000-0002-4341-2940

According to our database1, Gino Brunner authored at least 20 papers between 2017 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2021
Of Non-Linearity and Commutativity in BERT.
Proceedings of the International Joint Conference on Neural Networks, 2021

Telling BERT's Full Story: from Local Attention to Global Aggregation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020
Applications of Deep Learning for Sequential Data: Music, Human Activity and Language.
PhD thesis, 2020

Medley2K: A Dataset of Medley Transitions.
CoRR, 2020

On Identifiability in Transformers.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Recognition and Repetition Counting for Complex Physical Exercises with Deep Learning.
Sensors, 2019

On the Validity of Self-Attention as Explanation in Transformer Models.
CoRR, 2019

Neural Symbolic Music Genre Transfer Insights.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Attentive Multi-task Deep Reinforcement Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Monaural Music Source Separation using a ResNet Latent Separator Network.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Swimming style recognition and lap counting using a smartwatch and deep learning.
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019

2018
The Urban Last Mile Problem: Autonomous Drone Delivery to Your Balcony.
CoRR, 2018

Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations.
CoRR, 2018

Disentangling the Latent Space of (Variational) Autoencoders for NLP.
Proceedings of the Advances in Computational Intelligence Systems, 2018

MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Symbolic Music Genre Transfer with CycleGAN.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Towards Measuring Real-World Performance of Android Devices.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

Teaching a Machine to Read Maps With Deep Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017


  Loading...