Florian Mai
10 papers · 2019–2025 · 8 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29)
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Research topics
Machine Learning
(8)
Deep Learning
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Natural Language Processing
(6)
Learning Types · Deep Learning
(5)
Core Methods
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Generation
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Architectures
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Core AI
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Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Speech & Audio
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Keywords
representation learning
(2)
efficient computing
(2)
automatic speech recognition
(2)
embedding space
(2)
model architecture
(1)
style transfer
(1)
contrastive learning
(1)
cross-lingual transfer
(1)
manifold learning
(1)
text generation
(1)
multilingual nlp
(1)
deep learning
(1)
natural language understanding
(1)
efficient inference
(1)
knowledge distillation
(1)
zero-shot learning
(1)
out-of-distribution generalization
(1)
speech enhancement
(1)
speaker recognition
(1)
combinatorial optimization
(1)
Papers
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
EMNLP 2025
Open-Source Conversational AI with SpeechBrain 1.0
JMLR 2024
Triple-Encoders: Representations That Fire Together, Wire Together
ACL 2024
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization
NeurIPS 2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition
Interspeech 2023
HyperMixer: An MLP-based Low Cost Alternative to Transformers
ACL 2023
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation
AACL 2022
Optimizer Benchmarking Needs to Account for Hyperparameter Tuning
ICML 2020
Plug and Play Autoencoders for Conditional Text Generation
EMNLP 2020
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model
ICLR 2019