Steffen Schneider
- wav2vec: Unsupervised Pre-training for Speech Recognition
2019/04/11 by Steffen Schneider, Schneider, Steffen, Alexei Baevski +5 · 1 voice · 17 citations
#cs.CL
- Improving robustness against common corruptions by covariate shift adaptation
2020/06/30 by Steffen Schneider, Evgenia Rusak, Schneider, Steffen +9 · 35 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
2019/10/12 by Alexei Baevski, Steffen Schneider, Baevski, Alexei +3 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Contrastive Learning Inverts the Data Generating Process
2021/02/17 by R. Zimmermann, Yash Sharma, Zimmermann, Roland S. +7 · 17 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
- SuperAnimal pretrained pose estimation models for behavioral analysis
2022/03/14 by Shaokai Ye, Anastasiia Filippova, Jessy Lauer +5 · 1 voice · 6 citations
#cs.CV #cs.AI #q-bio.QM
- Sparse autoencoders reveal selective remapping of visual concepts during adaptation
2024/12/06 by Hyesu Lim, Lim, Hyesu, Jinho D. Choi +5 · 13 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
- Time-series attribution maps with regularized contrastive learning
2025/02/17 by Steffen Schneider, Rodrigo González Laiz, Anastasiia Filippova +2 · 1 voice · 2 citations
#stat.ML #cs.AI #cs.LG #q-bio.NC
- Unsupervised Object Learning via Common Fate
2021/10/13 by Matthias Tangemann, Tangemann, Matthias, Steffen Schneider +15 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
- Self-supervised contrastive learning performs non-linear system identification
2024/10/18 by Rodrigo González Laiz, Tobias Schmidt, Laiz, Rodrigo González +3 · 2 citations
Computer Science · #Neural Networks and Applications