Tim Fingscheidt

1. Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object\n Problem by Semantic Guidance
   2020/07/14 by Marvin Klingner, Jan-Aike Termöhlen, Klingner, Marvin +5 · 9 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics and Sensor-Based Localization
2. Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation
   2023/12/04 by Joshua Niemeijer, Niemeijer, Joshua, Manuel Schwonberg +7 · 12 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Mycobacterium research and diagnosis
3. Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches
   2021/02/11 by Jasmin Breitenstein, Breitenstein, Jasmin, Jan-Aike Termöhlen +5 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Industrial Vision Systems and Defect Detection
4. Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation
   2022/03/02 by Marvin Klingner, Klingner, Marvin, Mouadh Ayache +3 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders
5. Detecting Adversarial Perturbations in Multi-Task Perception
   2022/03/02 by Marvin Klingner, Varun Kumar, Klingner, Marvin +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet
   2021/11/06 by Ziyi Xu, Maximilian Strake, Xu, Ziyi +3 · 2 citations
   Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Ultrasonics and Acoustic Wave Propagation #electronic engineering #information engineering
7. SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation\n Synergized with Semantic Segmentation for Autonomous Driving
   2020/08/10 by Varun Ravi Kumar, Kumar, Varun Ravi, Marvin Klingner +9 · 1 citation
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics (cs.RO)
8. Deep Noise Suppression With Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data
   2021/03/31 by Ziyi Xu, Maximilian Strake, Xu, Ziyi +3 · 1 citation
   Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
9. AEC in a NetShell: On Target and Topology Choices for FCRN Acoustic Echo\n Cancellation
   2021/03/16 by Jan Franzen, Franzen, Jan, Ernst Seidel +3 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Speech and Audio Processing #electronic engineering #information engineering
10. Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN
    2023/04/18 by Ziyi Xu, Ziyue Zhao, Xu, Ziyi +3 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
11. EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement
    2023/06/05 by Marvin Sach, Sach, Marvin, Jan Franzen +11 · 1 citation
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Hand Gesture Recognition Systems #Indoor and Outdoor Localization Technologies #Speech and Audio Processing #electronic engineering #information engineering
12. Employing Real Training Data for Deep Noise Suppression
    2023/09/05 by Ziyi Xu, Marvin Sach, Xu, Ziyi +5 · 1 citation
    Computer Science · Engineering · Neuroscience · #Acoustic Wave Phenomena Research #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
13. Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding
    2024/07/15 by Danish Nazir, Nazir, Danish, Timo Bartels +7 · 2 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neural Networks and Applications #electronic engineering #information engineering
14. Efficient High-Performance Bark-Scale Neural Network for Residual Echo and Noise Suppression
    2024/04/08 by Ernst Seidel, Seidel, Ernst, Pejman Mowlaee +3 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech and Audio Processing #Underwater Acoustics Research #electronic engineering #information engineering
15. Non-Causal to Causal SSL-Supported Transfer Learning: Towards a High-Performance Low-Latency Speech Vocoder
    2024/08/07 by Renzheng Shi, Andreas Bär, Shi, Renzheng +7 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and Audio Processing
16. Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
    2025/06/02 by Wangyou Zhang, Zhang, Wangyou, Kohei Saijo +23 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering