Mattias Nilsson
7 papers · 2007–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Full
🌉
Interdisciplinary Bridge · Bronze
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The Questioner
Top co-authors
Research topics
Keywords
speech quality prediction
(2)
optimal transport
(1)
streaming inference
(1)
spiking neural network
(1)
edge device
(1)
counterfactual explanation
(1)
black-box model
(1)
quantization-aware training
(1)
chance-constrained optimization
(1)
event-driven processing
(1)
resource-efficient inference
(1)
statistical confidence
(1)
model compression
(1)
binary activation map
(1)
Papers
Distributional Counterfactual Explanations With Optimal Transport
AISTATS 2025
Efficient Streaming Speech Quality Prediction with Spiking Neural Networks
Interspeech 2025
Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps
Interspeech 2024
FOI DSS at SemEval-2018 Task 1: Combining LSTM States, Embeddings, and Lexical Features for Affect Analysis
SemEval 2018
Proceedings of the Student Research Workshop at the 13th Conference of the European Chapter of the Association for Computational Linguistics
EACL 2012
Learning Where to Look: Modeling Eye Movements in Reading
CoNLL 2009
Single Malt or Blended? A Study in Multilingual Parser Optimization
EMNLP 2007