Florian Mai

According to our database, Florian Mai authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Triple-Encoders: Representations That Fire Together, Wire Together.

Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych

CoRR, 2024

2023

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition.

Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek

CoRR, 2023

BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization.

Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli

CoRR, 2023

BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization.

Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

HyperMixer: An MLP-based Low Cost Alternative to Transformers.

Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

HyperMixer: An MLP-based Green AI Alternative to Transformers.

Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson

CoRR, 2022

Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation.

Florian Mai, James Henderson

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2020

Optimizer Benchmarking Needs to Account for Hyperparameter Tuning.

Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret

Proceedings of the 37th International Conference on Machine Learning, 2020

Plug and Play Autoencoders for Conditional Text Generation.

Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith, James Henderson

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

On the Tunability of Optimizers in Deep Learning.

Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret

CoRR, 2019

CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model.

Florian Mai, Lukas Galke, Ansgar Scherp

Proceedings of the 7th International Conference on Learning Representations, 2019

What If We Encoded Words as Matrices and Used Matrix Multiplication as Composition Function?

Lukas Galke, Florian Mai, Ansgar Scherp

Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

2018

Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels.

Lukas Galke, Florian Mai, Iacopo Vagliano, Ansgar Scherp

Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation.

Iacopo Vagliano, Lukas Galke, Florian Mai, Ansgar Scherp

Proceedings of the ACM Recommender Systems Challenge, 2018

Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text.

Florian Mai, Lukas Galke, Ansgar Scherp

Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

2017

Comparing Titles vs. Full-text for Multi-Label Classification of Scientific Papers and News Articles.

Lukas Galke, Florian Mai, Alan Schelten, Dennis Brunsch, Ansgar Scherp

CoRR, 2017

Using Titles vs. Full-text as Source for Automated Semantic Document Annotation.

Lukas Galke, Florian Mai, Alan Schelten, Dennis Brunsch, Ansgar Scherp

Proceedings of the Knowledge Capture Conference, 2017

Reranking-based Recommender System with Deep Learning.

Ahmed Saleh, Florian Mai, Chifumi Nishioka, Ansgar Scherp

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017