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Relaxed Attention for Transformer Models


Sep 20, 2022
Timo Lohrenz, Björn Möller, Zhengyang Li, Tim Fingscheidt


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On the Choice of Data for Efficient Training and Validation of End-to-End Driving Models


Jun 01, 2022
Marvin Klingner, Konstantin Müller, Mona Mirzaie, Jasmin Breitenstein, Jan-Aike Termöhlen, Tim Fingscheidt

* Accepted at CVPR VDU Workshop 2022 

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Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline


Jun 01, 2022
Jasmin Breitenstein, Tim Fingscheidt

* This paper is accepted at IEEE Intelligent Vehicles Symposium 2022 

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Does a PESQNet (Loss) Require a Clean Reference Input? The Original PESQ Does, But ACR Listening Tests Don't


May 13, 2022
Ziyi Xu, Maximilian Strake, Tim Fingscheidt


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Bandwidth-Scalable Fully Mask-Based Deep FCRN Acoustic Echo Cancellation and Postfiltering


May 09, 2022
Ernst Seidel, Rasmus Kongsgaard Olsson, Karim Haddad, Zhengyang Li, Pejman Mowlaee, Tim Fingscheidt

* 5 pages, 1 figure, submitted to IWAENC 2022 

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Detecting Adversarial Perturbations in Multi-Task Perception


Mar 02, 2022
Marvin Klingner, Varun Ravi Kumar, Senthil Yogamani, Andreas Bär, Tim Fingscheidt


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Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation


Mar 02, 2022
Marvin Klingner, Mouadh Ayache, Tim Fingscheidt


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Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space


Jan 17, 2022
Jonas Löhdefink, Tim Fingscheidt


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Reconfigurable Intelligent Surface Enabled Spatial Multiplexing with Fully Convolutional Network


Jan 08, 2022
Bile Peng, Jan-Aike Termöhlen, Cong Sun, Danping He, Ke Guan, Tim Fingscheidt, Eduard A. Jorswieck


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