Heiner Kirchhoffer

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 14

Top Venues

ICIP

CoRR

DCC

ACM Trans. Multim. Comput. Commun. Appl.

University of Rostock, Germany (PHD)

Education History

University of Rostock, Germany

PHD

Publications

Daniel Becking, Karsten Müller, Paul Haase, Heiner Kirchhoffer, Gerhard Tech, Wojciech Samek, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication. IEEE Trans. Multim. 26 (2024)
Heiner Kirchhoffer, Christian Rudat, Michael Schäfer, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
A Study on Data-Driven Probability Estimator Design for Video Coding. DCC (2023)
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning. CVPR Workshops (2022)
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
Overview of the Neural Network Compression and Representation (NNR) Standard. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning. CoRR (2022)
Gerhard Tech, Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
History Dependent Significance Coding for Incremental Neural Network Compression. ICIP (2022)
Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
Encoder Optimizations For The NNR Standard On Neural Network Compression. ICIP (2021)
Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann, Talmaj Marinc, Arturo Marbán, Karsten Müller, Wojciech Samek, Detlev Marpe, Thomas Wiegand
Dependent Scalar Quantization For Neural Network Compression. ICIP (2020)
Paul Haase, Stefan Matlage, Heiner Kirchhoffer, Christian Bartnik, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
State-Based Multi-parameter Probability Estimation for Context-Based Adaptive Binary Arithmetic Coding. DCC (2020)
David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates. ICIP (2020)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression. CoRR (2019)
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
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. CoRR (2019)
Heiner Kirchhoffer, Detlev Marpe, Heiko Schwarz, Thomas Wiegand
Properties and Design of Variable-to-Variable Length Codes. ACM Trans. Multim. Comput. Commun. Appl. 14 (3) (2018)
Andre Roth, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
Increasing data throughput in PIPE coding using extended v2v-codes. ICCE-Berlin (2012)
Tung Nguyen, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Matthias Preiss, Mischa Siekmann, Jan Stegemann, Thomas Wiegand
A complexity scalable entropy coding scheme for video compression. PCS (2012)
Matthias Preiss, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Tung Nguyen, Mischa Siekmann, Jan Stegemann, Thomas Wiegand
A unified and complexity scalable entropy coding scheme for video compression. ICIP (2012)
Heiner Kirchhoffer, Detlev Marpe, Christian Bartnik, Anastasia Henkel, Mischa Siekmann, Jan Stegemann, Heiko Schwarz, Thomas Wiegand
Probability interval partitioning entropy coding using systematic variable-to-variable length codes. ICIP (2011)
Tung Nguyen, Heiko Schwarz, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
Improved context modeling for coding quantized transform coefficients in video compression. PCS (2010)
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
Video Compression Using Nested Quadtree Structures, Leaf Merging, and Improved Techniques for Motion Representation and Entropy Coding. IEEE Trans. Circuits Syst. Video Technol. 20 (12) (2010)
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
Highly efficient video compression using quadtree structures and improved techniques for motion representation and entropy coding. PCS (2010)
Heiner Kirchhoffer, Detlev Marpe, Karsten Müller, Thomas Wiegand
Context-adaptive binary arithmetic coding for frame-based animated mesh compression. ICME (2008)
Detlev Marpe, Heiner Kirchhoffer, Karsten Müller, Thomas Wiegand
Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression. ICIP (2008)
Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
A generic context model for uniform-reconstruction based SNR-scalable representations of residual texture signals. EUSIPCO (2007)
Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
A Context Modeling Scheme for Coding of Texture Refinement Information. ICIP (6) (2007)
Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand
An adaptive color transform approach and its application in 4∶4∶4 video coding. EUSIPCO (2006)
Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand
Macroblock-Adaptive Residual Color Space Transforms for 4: 4: 4 Video Coding. ICIP (2006)
Detlev Marpe, Heiner Kirchhoffer, Gunnar Marten
Fast renormalization for H.264/MPEG4-AVC arithmetic coding. EUSIPCO (2006)

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Publication Activity (10 Years)

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Heiner Kirchhoffer