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Florian Mai
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 22
Top Topics
Unsupervised Manner
Denoising
Text Generation
Combinatorial Optimization
Top Venues
CoRR
GI-Jahrestagung
ACL (1)
UMAP
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Publications
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Florian Mai
,
Arnaud Pannatier
,
Fabio Fehr
,
Haolin Chen
,
François Marelli
,
François Fleuret
,
James Henderson
HyperMixer: An MLP-based Low Cost Alternative to Transformers.
ACL (1)
(2023)
Darko Drakulic
,
Sofia Michel
,
Florian Mai
,
Arnaud Sors
,
Jean-Marc Andreoli
BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization.
CoRR
(2023)
Darko Drakulic
,
Sofia Michel
,
Florian Mai
,
Arnaud Sors
,
Jean-Marc Andreoli
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization.
NeurIPS
(2023)
Florian Mai
,
Juan Zuluaga-Gomez
,
Titouan Parcollet
,
Petr Motlícek
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition.
CoRR
(2023)
Florian Mai
,
James Henderson
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation.
AACL/IJCNLP (1)
(2022)
Florian Mai
,
Arnaud Pannatier
,
Fabio Fehr
,
Haolin Chen
,
François Marelli
,
François Fleuret
,
James Henderson
HyperMixer: An MLP-based Green AI Alternative to Transformers.
CoRR
(2022)
Florian Mai
,
James Henderson
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation.
CoRR
(2021)
Florian Mai
,
Nikolaos Pappas
,
Ivan Montero
,
Noah A. Smith
,
James Henderson
Plug and Play Autoencoders for Conditional Text Generation.
EMNLP (1)
(2020)
Prabhu Teja Sivaprasad
,
Florian Mai
,
Thijs Vogels
,
Martin Jaggi
,
François Fleuret
Optimizer Benchmarking Needs to Account for Hyperparameter Tuning.
ICML
(2020)
Florian Mai
,
Nikolaos Pappas
,
Ivan Montero
,
Noah A. Smith
,
James Henderson
Plug and Play Autoencoders for Conditional Text Generation.
CoRR
(2020)
Florian Mai
,
Lukas Galke
,
Ansgar Scherp
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model.
ICLR (Poster)
(2019)
Prabhu Teja Sivaprasad
,
Florian Mai
,
Thijs Vogels
,
Martin Jaggi
,
François Fleuret
On the Tunability of Optimizers in Deep Learning.
CoRR
(2019)
Lukas Galke
,
Florian Mai
,
Iacopo Vagliano
,
Ansgar Scherp
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels.
CoRR
(2019)
Lukas Galke
,
Florian Mai
,
Ansgar Scherp
What If We Encoded Words as Matrices and Used Matrix Multiplication as Composition Function?
GI-Jahrestagung
(2019)
Florian Mai
,
Lukas Galke
,
Ansgar Scherp
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model.
CoRR
(2019)
Iacopo Vagliano
,
Lukas Galke
,
Florian Mai
,
Ansgar Scherp
Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation.
RecSys Challenge
(2018)
Florian Mai
,
Lukas Galke
,
Ansgar Scherp
Using Deep Learning For Title-Based Semantic Subject Indexing To Reach Competitive Performance to Full-Text.
CoRR
(2018)
Lukas Galke
,
Florian Mai
,
Iacopo Vagliano
,
Ansgar Scherp
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels.
UMAP
(2018)
Florian Mai
,
Lukas Galke
,
Ansgar Scherp
Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text.
JCDL
(2018)
Lukas Galke
,
Florian Mai
,
Alan Schelten
,
Dennis Brunsch
,
Ansgar Scherp
Using Titles vs. Full-text as Source for Automated Semantic Document Annotation.
K-CAP
(2017)
Lukas Galke
,
Florian Mai
,
Alan Schelten
,
Dennis Brunsch
,
Ansgar Scherp
Comparing Titles vs. Full-text for Multi-Label Classification of Scientific Papers and News Articles.
CoRR
(2017)
Ahmed Saleh
,
Florian Mai
,
Chifumi Nishioka
,
Ansgar Scherp
Reranking-based Recommender System with Deep Learning.
GI-Jahrestagung
(2017)