Efficient Edge AI: Deploying Convolutional Neural Networks on FPGA with the Gemmini Accelerator
Peccia, Federico Nicolas, Pavlitska, Svetlana, Fleck, Tobias, Bringmann, Oliver
Year of Publication 14.08.2024
Year of Publication 14.08.2024
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Journal Article
Conditioning Latent-Space Clusters for Real-World Anomaly Classification
Bogdoll, Daniel, Pavlitska, Svetlana, Klaus, Simon, Zöllner, J. Marius
Year of Publication 18.09.2023
Year of Publication 18.09.2023
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Journal Article
Traffic Light Recognition using Convolutional Neural Networks: A Survey
Pavlitska, Svetlana, Lambing, Nico, Bangaru, Ashok Kumar, Zöllner, J. Marius
Year of Publication 05.09.2023
Year of Publication 05.09.2023
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Journal Article
TLD-READY: Traffic Light Detection -- Relevance Estimation and Deployment Analysis
Polley, Nikolai, Pavlitska, Svetlana, Boualili, Yacin, Rohrbeck, Patrick, Stiller, Paul, Bangaru, Ashok Kumar, Zöllner, J. Marius
Year of Publication 11.09.2024
Year of Publication 11.09.2024
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Journal Article
Complementary Learning for Real-World Model Failure Detection
Bogdoll, Daniel, Sartoris, Finn, Geppert, Vincent, Pavlitska, Svetlana, Zöllner, J. Marius
Year of Publication 19.07.2024
Year of Publication 19.07.2024
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Journal Article
Iterative Filter Pruning for Concatenation-based CNN Architectures
Pavlitska, Svetlana, Bagge, Oliver, Peccia, Federico, Mammadov, Toghrul, Zollner, J. Marius
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
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Conference Proceeding
CAGE: Circumplex Affect Guided Expression Inference
Wagner, Niklas, Matzler, Felix, Vossberg, Samed R., Schneider, Helen, Pavlitska, Svetlana, Zollner, J. Marius
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17.06.2024)
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Conference Proceeding
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving
Bogdoll, Daniel, Imhof, Jan, Joseph, Tim, Pavlitska, Svetlana, Zöllner, J. Marius
Year of Publication 10.06.2024
Year of Publication 10.06.2024
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Journal Article
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving
Bogdoll, Daniel, Ollick, Noël, Joseph, Tim, Pavlitska, Svetlana, Zöllner, J. Marius
Year of Publication 10.06.2024
Year of Publication 10.06.2024
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Journal Article
Iterative Filter Pruning for Concatenation-based CNN Architectures
Pavlitska, Svetlana, Bagge, Oliver, Peccia, Federico, Mammadov, Toghrul, Zöllner, J. Marius
Year of Publication 04.05.2024
Year of Publication 04.05.2024
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Journal Article
CAGE: Circumplex Affect Guided Expression Inference
Wagner, Niklas, Mätzler, Felix, Vossberg, Samed R, Schneider, Helen, Pavlitska, Svetlana, Zöllner, J. Marius
Year of Publication 23.04.2024
Year of Publication 23.04.2024
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Journal Article
Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability
Pavlitska, Svetlana, Hubschneider, Christian, Struppek, Lukas, Zöllner, J. Marius
Year of Publication 22.04.2022
Year of Publication 22.04.2022
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Journal Article
Conditioning Latent-Space Clusters for Real-World Anomaly Classification
Bogdoll, Daniel, Pavlitska, Svetlana, Klaus, Simon, Zollner, J. Marius
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05.12.2023)
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05.12.2023)
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Conference Proceeding