Motion compensated frame rate up-conversion using 3D frequency selective extrapolation and a multi-layer consistency check. - Michel Bätz; Fabian Brand; Andrea Eichenseer; André Kaup (ICASSP, 2017)

Mid-level Chord Transition Features for Musical Style Analysis. - Christof Weiß; Fabian Brand; Meinard Müller (ICASSP, 2019)

Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach. - Fabian Brand; Jürgen Seiler; André Kaup (PCS, 2019)

Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network. - Simon Grosche; Kristian Fischer 001; Fabian Brand; Jürgen Seiler; André Kaup (ICIP, 2020)

A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme. - Fabian Brand; Jürgen Seiler; Elena Alshina; André Kaup (MMSP, 2020)

Video Coding for Machines with Feature-Based Rate-Distortion Optimization. - Kristian Fischer 001; Fabian Brand; Christian Herglotz; André Kaup (MMSP, 2020)

Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction. - Fabian Brand; Jürgen Seiler; André Kaup (VCIP, 2020)

Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior. - Fabian Brand; Kristian Fischer 001; André Kaup (CVPR Workshops, 2021)

Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow. - Fabian Brand; Jürgen Seiler; André Kaup (ICIP, 2021)

A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers. - Simon Grosche; Fabian Brand; André Kaup (MMSP, 2021)

Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding. - Fabian Brand; Jürgen Seiler; André Kaup (PCS, 2021)

DeepCNV: a deep learning approach for authenticating copy number variations. - Joseph Glessner; Xiurui Hou; Cheng Zhong; Jie Zhang 049; Munir Khan; Fabian Brand; Peter M. Krawitz; Patrick Sleiman; Hakon Hakonarson; Zhi Wei 001 (Briefings Bioinform., 2021)

Generalized Difference Coder: A Novel Conditional Autoencoder Structure for Video Compression. - Fabian Brand; Jürgen Seiler; André Kaup (CoRR, 2021)

Intra-Frame Coding Using a Conditional Autoencoder. - Fabian Brand; Jürgen Seiler; André Kaup (IEEE J. Sel. Top. Signal Process., 2021)

RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth. - Fabian Brand; Kristian Fischer 001; Alexander Kopte; Marc Windsheimer; André Kaup (CVPR Workshops, 2022)

Learning True Rate-Distortion-Optimization for End-To-End Image Compression. - Fabian Brand; Kristian Fischer 001; Alexander Kopte; André Kaup (DCC, 2022)

A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding. - Fabian Brand; Christian Herglotz; André Kaup (ICASSP, 2022)

P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach. - Fabian Brand; Jürgen Seiler; André Kaup (ICIP, 2022)

Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding. - Kristian Fischer 001; Fabian Brand; Christian Herglotz; André Kaup (ICIP, 2022)

Domain Adaptation for Unknown Image Distortions in Instance Segmentation. - Maximiliane Gruber; Fabian Brand; Alina Mosebach; Jürgen Seiler; André Kaup (ICIP, 2022)

On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory. - Fabian Brand; Jürgen Seiler; André Kaup (PCS, 2022)

Saliency-Driven Hierarchical Learned Image Coding for Machines. - Kristian Fischer 001; Fabian Brand; Christian Blum 004; André Kaup (ICASSP, 2023)

Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces. - Fabian Brand; Alexander Kopte; Kristian Fischer 001; André Kaup (ICIP, 2023)

Processing Energy Modeling For Neural Network Based Image Compression. - Christian Herglotz; Fabian Brand; Andy Regensky; Felix Rievel; André Kaup (ICIP, 2023)

Frequency-Domain Analysis of Traces for the Detection of AI-based Compression. - Sandra Bergmann; Denise Moussa; Fabian Brand; André Kaup; Christian Riess (IWBF, 2023)

On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison. - Fabian Brand; Christian Herglotz; André Kaup (QoMEX, 2023)

Learned Wavelet Video Coding Using Motion Compensated Temporal Filtering. - Anna Meyer; Fabian Brand; André Kaup (IEEE Access, 2023)

Multiscale Augmented Normalizing Flows for Image Compression. - Marc Windsheimer; Fabian Brand; André Kaup (ICASSP, 2024)

ON Annotation-Free Optimization of Video Coding for Machines. - Marc Windsheimer; Fabian Brand; André Kaup (ICIP, 2024)

Adaptive Variance-Threshold-Based Skip Modes for Learned Video Compression Using a Motion Complexity Criterion. - Fabian Brand; Jürgen Seiler; Johannes Sauer; Elena Alshina; André Kaup (PCS, 2024)

Analysis of Neural Video Compression Networks for 360-Degree Video Coding. - Andy Regensky; Fabian Brand; André Kaup (PCS, 2024)

Forensic analysis of AI-compression traces in spatial and frequency domain. - Sandra Bergmann; Denise Moussa; Fabian Brand; André Kaup; Christian Riess (Pattern Recognit. Lett., 2024)

Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding. - Fabian Brand; Jürgen Seiler; André Kaup (IEEE Trans. Circuits Syst. Video Technol., 2024)

The Bjøntegaard Bible Why Your Way of Comparing Video Codecs May Be Wrong. - Christian Herglotz; Hannah Och; Anna Meyer; Geetha Ramasubbu; Lena Eichermüller; Matthias Kränzler; Fabian Brand; Kristian Fischer 001; Dat Thanh Nguyen; Andy Regensky; André Kaup (IEEE Trans. Image Process., 2024)

Conditional Coding in Learned Image and Video Compression. - Fabian Brand (Verlag Dr. Hut, 2024)

Three Forensic Cues for JPEG AI Images. - Sandra Bergmann; Fabian Brand; Christian Riess (CoRR, 2025)

Boosting Neural Image Compression for Machines Using Latent Space Masking. - Kristian Fischer 001; Fabian Brand; André Kaup (IEEE Trans. Circuits Syst. Video Technol., 2025)