Steffen Schneider
Helmholtz Zentrum München(DE)Research Institute for Work, Technology and Culture(DE)Munich Center for Machine Learning
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Neural dynamics and brain function, Human Pose and Action Recognition, Metabolomics and Mass Spectrometry Studies, Music and Audio Processing
Most-Cited Works
- → Multi-animal pose estimation, identification and tracking with DeepLabCut(2022)570 cited
- → vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations(2019)311 cited
- → Learnable latent embeddings for joint behavioural and neural analysis(2023)309 cited
- → A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives(2020)242 cited
- → Improving robustness against common corruptions by covariate shift adaptation(2020)161 cited
- → wav2vec: Unsupervised Pre-Training for Speech Recognition(2019)76 cited
- → SuperAnimal pretrained pose estimation models for behavioral analysis