Florian Mai | DeepAI

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∙ 05/29/2023

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition

State-of-the-art ASR systems have achieved promising results by modeling...

29 Florian Mai, et al. ∙

∙ 01/09/2023

BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization

Despite the success of Neural Combinatorial Optimization methods for end...

0 Darko Drakulic, et al. ∙

∙ 03/07/2022

HyperMixer: An MLP-based Green AI Alternative to Transformers

Transformer-based architectures are the model of choice for natural lang...

0 Florian Mai, et al. ∙

∙ 10/13/2021

Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation

Text autoencoders are often used for unsupervised conditional text gener...

0 Florian Mai, et al. ∙

∙ 10/06/2020

Plug and Play Autoencoders for Conditional Text Generation

Text autoencoders are commonly used for conditional generation tasks suc...

20 Florian Mai, et al. ∙

∙ 10/25/2019

On the Tunability of Optimizers in Deep Learning

There is no consensus yet on the question whether adaptive gradient meth...

8 Prabhu Teja Sivaprasad, et al. ∙

∙ 07/22/2019

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

We present multi-modal adversarial autoencoders for recommendation and e...

0 Lukas Galke, et al. ∙

∙ 02/18/2019

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

Continuous Bag of Words (CBOW) is a powerful text embedding method. Due ...

0 Florian Mai, et al. ∙

∙ 01/20/2018

Using Deep Learning For Title-Based Semantic Subject Indexing To Reach Competitive Performance to Full-Text

For (semi-)automated subject indexing systems in digital libraries, it i...

0 Florian Mai, et al. ∙

∙ 05/15/2017

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

A significant part of the largest Knowledge Graph today, the Linked Open...

0 Lukas Galke, et al. ∙

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