Alfred Mertins
Signal Processing · 2007–2021
A researcher in the Science corpus: 5 papers; trusts 8 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Signal Processing — 32 citations into it
- Artificial Intelligence — 29 citations into it
- Computer Vision and Pattern Recognition — 17 citations into it
- Optimization & Training — 10 citations into it
- Management Science and Operations Research — 5 citations into it
Whom Alfred Mertins trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Alfred Mertins's perspective
Ordered by how strongly the researchers Alfred Mertins trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- GENERATIVE ADVERSARIAL NETS
- Dropout: a simple way to prevent neural networks from overfitting
- Gradient-based learning applied to document recognition
- Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification (2021) — 304 citations
- Improving GANs for Speech Enhancement (2020) — 143 citations
- XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging (2020) — 316 citations
- Compressed sensing reconstruction for magnetic resonance parameter mapping (2010) — 367 citations
- Automatic speech recognition and speech variability: A review (2007) — 590 citations