Heiner Kirchhoffer

According to our database, Heiner Kirchhoffer authored at least 28 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication.

Daniel Becking, Karsten Müller, Paul Haase, Heiner Kirchhoffer, Gerhard Tech, Wojciech Samek, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

IEEE Trans. Multim., 2024

2023

A Study on Data-Driven Probability Estimator Design for Video Coding.

Heiner Kirchhoffer, Christian Rudat, Michael Schäfer, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

Proceedings of the Data Compression Conference, 2023

2022

Overview of the Neural Network Compression and Representation (NNR) Standard.

Heiner Kirchhoffer, Paul Haase, Wojciech Samek, Karsten Müller, Hamed Rezazadegan Tavakoli, Francesco Cricri, Emre B. Aksu, Miska M. Hannuksela, Wei Jiang, Wei Wang, Shan Liu, Swayambhoo Jain, Shahab Hamidi-Rad, Fabien Racapé, Werner Bailer

IEEE Trans. Circuits Syst. Video Technol., 2022

History Dependent Significance Coding for Incremental Neural Network Compression.

Gerhard Tech, Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.

Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Encoder Optimizations For The NNR Standard On Neural Network Compression.

Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks.

Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek

IEEE J. Sel. Top. Signal Process., 2020

Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates.

David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek

Proceedings of the IEEE International Conference on Image Processing, 2020

Dependent Scalar Quantization For Neural Network Compression.

Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann, Talmaj Marinc, Arturo Marbán, Karsten Müller, Wojciech Samek, Detlev Marpe, Thomas Wiegand

Proceedings of the IEEE International Conference on Image Processing, 2020

State-Based Multi-parameter Probability Estimation for Context-Based Adaptive Binary Arithmetic Coding.

Paul Haase, Stefan Matlage, Heiner Kirchhoffer, Christian Bartnik, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

Proceedings of the Data Compression Conference, 2020

2019

DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks.

Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek

CoRR, 2019

DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression.

Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek

CoRR, 2019

2018

Properties and Design of Variable-to-Variable Length Codes.

Heiner Kirchhoffer, Detlev Marpe, Heiko Schwarz, Thomas Wiegand

ACM Trans. Multim. Comput. Commun. Appl., 2018

2016

Design and application of variable-to-variable length codes.

Heiner Kirchhoffer

PhD thesis, 2016

2012

A complexity scalable entropy coding scheme for video compression.

Tung Nguyen, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Matthias Preiss, Mischa Siekmann, Jan Stegemann, Thomas Wiegand

Proceedings of the 2012 Picture Coding Symposium, 2012

A unified and complexity scalable entropy coding scheme for video compression.

Matthias Preiss, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Tung Nguyen, Mischa Siekmann, Jan Stegemann, Thomas Wiegand

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Increasing data throughput in PIPE coding using extended v2v-codes.

Andre Roth, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand

Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012

2011

Probability interval partitioning entropy coding using systematic variable-to-variable length codes.

Heiner Kirchhoffer, Detlev Marpe, Christian Bartnik, Anastasia Henkel, Mischa Siekmann, Jan Stegemann, Heiko Schwarz, Thomas Wiegand

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Video Compression Using Nested Quadtree Structures, Leaf Merging, and Improved Techniques for Motion Representation and Entropy Coding.

Detlev Marpe, Heiko Schwarz, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Haricharan Lakshman, Tung Nguyen, Simon Oudin, Mischa Siekmann, Karsten Sühring, Martin Winken, Thomas Wiegand

IEEE Trans. Circuits Syst. Video Technol., 2010

Improved context modeling for coding quantized transform coefficients in video compression.

Tung Nguyen, Heiko Schwarz, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand

Proceedings of the Picture Coding Symposium, 2010

Highly efficient video compression using quadtree structures and improved techniques for motion representation and entropy coding.

Detlev Marpe, Heiko Schwarz, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Haricharan Lakshman, Tung Nguyen, Simon Oudin, Mischa Siekmann, Karsten Sühring, Martin Winken, Thomas Wiegand

Proceedings of the Picture Coding Symposium, 2010

2008

Context-adaptive binary arithmetic coding for frame-based animated mesh compression.

Heiner Kirchhoffer, Detlev Marpe, Karsten Müller, Thomas Wiegand

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression.

Detlev Marpe, Heiner Kirchhoffer, Karsten Müller, Thomas Wiegand

Proceedings of the International Conference on Image Processing, 2008

2007

A Context Modeling Scheme for Coding of Texture Refinement Information.

Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand

Proceedings of the International Conference on Image Processing, 2007

A generic context model for uniform-reconstruction based SNR-scalable representations of residual texture signals.

Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Macroblock-Adaptive Residual Color Space Transforms for 4: 4: 4 Video Coding.

Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand

Proceedings of the International Conference on Image Processing, 2006

Fast renormalization for H.264/MPEG4-AVC arithmetic coding.

Detlev Marpe, Heiner Kirchhoffer, Gunnar Marten

Proceedings of the 14th European Signal Processing Conference, 2006

An adaptive color transform approach and its application in 4∶4∶4 video coding.

Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand

Proceedings of the 14th European Signal Processing Conference, 2006