Schneider, Steffen

1. wav2vec: Unsupervised Pre-training for Speech Recognition
   2019/04/11 by Steffen Schneider, Schneider, Steffen, Alexei Baevski +5 · 1 voice · 17 citations
   #cs.CL
2. Improving robustness against common corruptions by covariate shift adaptation
   2020/06/30 by Steffen Schneider, Evgenia Rusak, Schneider, Steffen +9 · 32 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
3. vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
   2019/10/12 by Alexei Baevski, Baevski, Alexei, Steffen Schneider +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
4. Contrastive Learning Inverts the Data Generating Process
   2021/02/17 by R. Zimmermann, Yash Sharma, Zimmermann, Roland S. +7 · 16 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
5. RDumb: A simple approach that questions our progress in continual test-time adaptation
   2023/06/08 by Press, Ori, Schneider, Steffen, Kümmerer, Matthias +1 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Sparse autoencoders reveal selective remapping of visual concepts during adaptation
   2024/12/06 by Hyesu Lim, Lim, Hyesu, Jinho D. Choi +5 · 12 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
7. Unsupervised Object Learning via Common Fate
   2021/10/13 by Matthias Tangemann, Steffen Schneider, Tangemann, Matthias +15 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
8. 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