Fabian Brand - RankMe

44 papers B 10C 9Misc 5Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Boosting Neural Image Compression for Machines Using Latent Space Masking. IEEE Trans. Circuits Syst. Video Technol. Kristian Fischer, Fabian Brand, André Kaup
2025	J	`jnl`	Overview of Variable Rate Coding in JPEG AI. IEEE Trans. Circuits Syst. Video Technol. Panqi Jia, Fabian Brand, Dequan Yu, Alexander Karabutov, Elena Alshina, André Kaup
2025	J	`jnl`	Teaching Reproducible Data Analysis for HPC Users - The Snakemake Teaching Alliance. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. Malte Petersen, Sören Lukas Hellmann, Florian Böker, Fabian Brand, Aasish Kumar Sharma, Martín Leandro Paleico, Johannes Köster, Christian Meesters
2025	J	`jnl`	Three Forensic Cues for JPEG AI Images. CoRR Sandra Bergmann, Fabian Brand, Christian Riess
2024	C	`conf`	Adaptive Variance-Threshold-Based Skip Modes for Learned Video Compression Using a Motion Complexity Criterion. PCS Fabian Brand, Jürgen Seiler, Johannes Sauer, Elena Alshina, André Kaup
2024	C	`conf`	Analysis of Neural Video Compression Networks for 360-Degree Video Coding. PCS Andy Regensky, Fabian Brand, André Kaup
2024	—	`—`	Conditional Coding in Learned Image and Video Compression. Fabian Brand
2024	J	`jnl`	Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding. IEEE Trans. Circuits Syst. Video Technol. Fabian Brand, Jürgen Seiler, André Kaup
2024	J	`jnl`	Forensic analysis of AI-compression traces in spatial and frequency domain. Pattern Recognit. Lett. Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess
2024	Misc	`conf`	Multiscale Augmented Normalizing Flows for Image Compression. ICASSP Marc Windsheimer, Fabian Brand, André Kaup
2024	B	`conf`	ON Annotation-Free Optimization of Video Coding for Machines. ICIP Marc Windsheimer, Fabian Brand, André Kaup
2024	J	`jnl`	The Bjøntegaard Bible Why Your Way of Comparing Video Codecs May Be Wrong. IEEE Trans. Image Process. Christian Herglotz, Hannah Och, Anna Meyer, Geetha Ramasubbu, Lena Eichermüller, Matthias Kränzler, Fabian Brand, Kristian Fischer, Dat Thanh Nguyen, Andy Regensky, André Kaup
2023	—	`conf`	Frequency-Domain Analysis of Traces for the Detection of AI-based Compression. IWBF Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess
2023	J	`jnl`	Learned Wavelet Video Coding Using Motion Compensated Temporal Filtering. IEEE Access Anna Meyer, Fabian Brand, André Kaup
2023	J	`jnl`	Multiscale Augmented Normalizing Flows for Image Compression. CoRR Marc Windsheimer, Fabian Brand, André Kaup
2023	B	`conf`	On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison. QoMEX Fabian Brand, Christian Herglotz, André Kaup
2023	B	`conf`	Processing Energy Modeling For Neural Network Based Image Compression. ICIP Christian Herglotz, Fabian Brand, Andy Regensky, Felix Rievel, André Kaup
2023	Misc	`conf`	Saliency-Driven Hierarchical Learned Image Coding for Machines. ICASSP Kristian Fischer, Fabian Brand, Christian Blum, André Kaup
2023	B	`conf`	Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces. ICIP Fabian Brand, Alexander Kopte, Kristian Fischer, André Kaup
2022	Misc	`conf`	A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding. ICASSP Fabian Brand, Christian Herglotz, André Kaup
2022	J	`jnl`	A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers. CoRR Simon Grosche, Fabian Brand, André Kaup
2022	B	`conf`	Domain Adaptation for Unknown Image Distortions in Instance Segmentation. ICIP Maximiliane Gruber, Fabian Brand, Alina Mosebach, Jürgen Seiler, André Kaup
2022	B	`conf`	Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding. ICIP Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup
2022	B	`conf`	Learning True Rate-Distortion-Optimization for End-To-End Image Compression. DCC Fabian Brand, Kristian Fischer, Alexander Kopte, André Kaup
2022	J	`jnl`	Learning True Rate-Distortion-Optimization for End-To-End Image Compression. CoRR Fabian Brand, Kristian Fischer, Alexander Kopte, André Kaup
2022	C	`conf`	On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory. PCS Fabian Brand, Jürgen Seiler, André Kaup
2022	J	`jnl`	On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory. CoRR Fabian Brand, Jürgen Seiler, André Kaup
2022	B	`conf`	P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach. ICIP Fabian Brand, Jürgen Seiler, André Kaup
2022	—	`conf`	RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth. CVPR Workshops Fabian Brand, Kristian Fischer, Alexander Kopte, Marc Windsheimer, André Kaup
2022	J	`jnl`	Video Coding for Machines with Feature-Based Rate-Distortion Optimization. CoRR Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup
2021	C	`conf`	A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers. MMSP Simon Grosche, Fabian Brand, André Kaup
2021	J	`jnl`	DeepCNV: a deep learning approach for authenticating copy number variations. Briefings Bioinform. Joseph Glessner, Xiurui Hou, Cheng Zhong, Jie Zhang, Munir Khan, Fabian Brand, Peter M. Krawitz, Patrick Sleiman, Hakon Hakonarson, Zhi Wei
2021	J	`jnl`	Generalized Difference Coder: A Novel Conditional Autoencoder Structure for Video Compression. CoRR Fabian Brand, Jürgen Seiler, André Kaup
2021	B	`conf`	Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow. ICIP Fabian Brand, Jürgen Seiler, André Kaup
2021	J	`jnl`	Intra-Frame Coding Using a Conditional Autoencoder. IEEE J. Sel. Top. Signal Process. Fabian Brand, Jürgen Seiler, André Kaup
2021	—	`conf`	Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior. CVPR Workshops Fabian Brand, Kristian Fischer, André Kaup
2021	C	`conf`	Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding. PCS Fabian Brand, Jürgen Seiler, André Kaup
2020	C	`conf`	A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme. MMSP Fabian Brand, Jürgen Seiler, Elena Alshina, André Kaup
2020	B	`conf`	Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network. ICIP Simon Grosche, Kristian Fischer, Fabian Brand, Jürgen Seiler, André Kaup
2020	C	`conf`	Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction. VCIP Fabian Brand, Jürgen Seiler, André Kaup
2020	C	`conf`	Video Coding for Machines with Feature-Based Rate-Distortion Optimization. MMSP Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup
2019	C	`conf`	Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach. PCS Fabian Brand, Jürgen Seiler, André Kaup
2019	Misc	`conf`	Mid-level Chord Transition Features for Musical Style Analysis. ICASSP Christof Weiß, Fabian Brand, Meinard Müller
2017	Misc	`conf`	Motion compensated frame rate up-conversion using 3D frequency selective extrapolation and a multi-layer consistency check. ICASSP Michel Bätz, Fabian Brand, Andrea Eichenseer, André Kaup