| 2025 | ICCV | Beyond Perspective: Neural 360-Degree Video Compression. | Andy Regensky, Marc Windsheimer, Fabian Brand, Andr Kaup |
| 2024 | ICASSP | Multiscale Augmented Normalizing Flows for Image Compression. | Marc Windsheimer, Fabian Brand, Andr Kaup |
| 2024 | ICIP | ON Annotation-Free Optimization of Video Coding for Machines. | Marc Windsheimer, Fabian Brand, Andr Kaup |
| 2024 | PCS | Adaptive Variance-Threshold-Based Skip Modes for Learned Video Compression Using a Motion Complexity Criterion. | Fabian Brand, Jrgen Seiler, Johannes Sauer, Elena Alshina, Andr Kaup |
| 2024 | PCS | Analysis of Neural Video Compression Networks for 360-Degree Video Coding. | Andy Regensky, Fabian Brand, Andr Kaup |
| 2023 | ICASSP | Saliency-Driven Hierarchical Learned Image Coding for Machines. | Kristian Fischer, Fabian Brand, Christian Blum, Andr Kaup |
| 2023 | ICIP | Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces. | Fabian Brand, Alexander Kopte, Kristian Fischer, Andr Kaup |
| 2023 | ICIP | Processing Energy Modeling For Neural Network Based Image Compression. | Christian Herglotz, Fabian Brand, Andy Regensky, Felix Rievel, Andr Kaup |
| 2023 | QoMEX | On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison. | Fabian Brand, Christian Herglotz, Andr Kaup |
| 2022 | CVPR | RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth. | Fabian Brand, Kristian Fischer, Alexander Kopte, Marc Windsheimer, Andr Kaup |
| 2022 | DCC | Learning True Rate-Distortion-Optimization for End-To-End Image Compression. | Fabian Brand, Kristian Fischer, Alexander Kopte, Andr Kaup |
| 2022 | ICASSP | A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding. | Fabian Brand, Christian Herglotz, Andr Kaup |
| 2022 | ICIP | P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach. | Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2022 | ICIP | Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding. | Kristian Fischer, Fabian Brand, Christian Herglotz, Andr Kaup |
| 2022 | ICIP | Domain Adaptation for Unknown Image Distortions in Instance Segmentation. | Maximiliane Gruber, Fabian Brand, Alina Mosebach, Jrgen Seiler, Andr Kaup |
| 2022 | PCS | On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory. | Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2021 | CVPR | Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior. | Fabian Brand, Kristian Fischer, Andr Kaup |
| 2021 | ICIP | Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow. | Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2021 | MMSP | A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers. | Simon Grosche, Fabian Brand, Andr Kaup |
| 2021 | PCS | Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding. | Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2020 | ICIP | Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network. | Simon Grosche, Kristian Fischer, Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2020 | MMSP | A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme. | Fabian Brand, Jrgen Seiler, Elena Alshina, Andr Kaup |
| 2020 | MMSP | Video Coding for Machines with Feature-Based Rate-Distortion Optimization. | Kristian Fischer, Fabian Brand, Christian Herglotz, Andr Kaup |
| 2020 | VCIP | Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction. | Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2019 | ICASSP | Mid-level Chord Transition Features for Musical Style Analysis. | Christof Wei, Fabian Brand, Meinard Mller |
| 2019 | PCS | Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach. | Fabian Brand, Jrgen Seiler, Andr Kaup |
| 2017 | ICASSP | Motion compensated frame rate up-conversion using 3D frequency selective extrapolation and a multi-layer consistency check. | Michel Btz, Fabian Brand, Andrea Eichenseer, Andr Kaup |