| 2025 | AISTATS | Distributional Counterfactual Explanations With Optimal Transport. | Lei You, Lele Cao, Mattias Nilsson, Bo Zhao, Lei Lei |
| 2025 | ETRA | Microsaccades as Indicators for Early-Stage Parkinson's Disease: An Explainable AI Approach. | Yiting Wang, Mattias Nilsson |
| 2025 | Interspeech | Efficient Streaming Speech Quality Prediction with Spiking Neural Networks. | Mattias Nilsson, Riccardo Miccini, Julian Rossbroich, Clment Laroche, Tobias Piechowiak, Friedemann Zenke |
| 2024 | Interspeech | Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps. | Mattias Nilsson, Riccardo Miccini, Clement Laroche, Tobias Piechowiak, Friedemann Zenke |
| 2023 | IJCNN | A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons. | Mattias Nilsson, Ton Juny Pina, Lyes Khacef, Foteini Liwicki, Elisabetta Chicca, Fredrik Sandin |
| 2020 | IJCNN | Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor. | Mattias Nilsson, Foteini Liwicki, Fredrik Sandin |
| 2009 | CoNLL | Learning Where to Look: Modeling Eye Movements in Reading. | Mattias Nilsson, Joakim Nivre |
| 2007 | EMNLP | Single Malt or Blended? A Study in Multilingual Parser Optimization. | Johan Hall, Jens Nilsson, Joakim Nivre, Glsen Eryigit, Beta Megyesi, Mattias Nilsson, Markus Saers |
| 2007 | ICASSP | A Canonical Representation of Speech. | Mattias Nilsson, Barbara Resch, Moo Young Kim, W. Bastiaan Kleijn |
| 2007 | ICASSP | GMM-Based Entropy-Constrained Vector Quantization. | David Zhao, Jonas Samuelsson, Mattias Nilsson |
| 2007 | Interspeech | Mutual information and the speech signal. | Mattias Nilsson, W. Bastiaan Kleijn |
| 2005 | Interspeech | Denoising through source separation and minimum tracking. | Sriram Srinivasan, Mattias Nilsson, W. Bastiaan Kleijn |
| 2002 | ICASSP | Gaussian mixture model based mutual information estimation between frequency bands in speech. | Mattias Nilsson, Harald Gustaftson, Sren Vang Andersen, W. Bastiaan Kleijn |
| 2002 | Interspeech | On the relevance of bandwidth extension for speaker verification. | Marcos Fandez-Zanuy, Mattias Nilsson, W. Bastiaan Kleijn |
| 2001 | ICASSP | Avoiding over-estimation in bandwidth extension of telephony speech. | Mattias Nilsson, W. Bastiaan Kleijn |
| 2000 | ICASSP | On the mutual information between frequency bands in speech. | Mattias Nilsson, Sren Vang Andersen, W. Bastiaan Kleijn |