Heiner Kirchhoffer

29 papers A 1B 10C 3Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication.
IEEE Trans. Multim.
Daniel Becking, Karsten Müller, Paul Haase, Heiner Kirchhoffer, Gerhard Tech, Wojciech Samek, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2023 B conf
A Study on Data-Driven Probability Estimator Design for Video Coding.
DCC
Heiner Kirchhoffer, Christian Rudat, Michael Schäfer, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2022 — conf
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.
CVPR Workshops
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
2022 J jnl
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.
CoRR
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
2022 B conf
History Dependent Significance Coding for Incremental Neural Network Compression.
ICIP
Gerhard Tech, Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
2022 J jnl
Overview of the Neural Network Compression and Representation (NNR) Standard.
IEEE Trans. Circuits Syst. Video Technol.
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
2021 B conf
Encoder Optimizations For The NNR Standard On Neural Network Compression.
ICIP
Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
2020 J jnl
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks.
IEEE J. Sel. Top. Signal Process.
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
2020 B conf
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates.
ICIP
David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
2020 B conf
Dependent Scalar Quantization For Neural Network Compression.
ICIP
Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann, Talmaj Marinc, Arturo Marbán, Karsten Müller, Wojciech Samek, Detlev Marpe, Thomas Wiegand
2020 B conf
State-Based Multi-parameter Probability Estimation for Context-Based Adaptive Binary Arithmetic Coding.
DCC
Paul Haase, Stefan Matlage, Heiner Kirchhoffer, Christian Bartnik, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2019 J jnl
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks.
CoRR
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
2019 J jnl
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression.
CoRR
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
2018 J jnl
Properties and Design of Variable-to-Variable Length Codes.
ACM Trans. Multim. Comput. Commun. Appl.
Heiner Kirchhoffer, Detlev Marpe, Heiko Schwarz, Thomas Wiegand
2016 — —
Design and application of variable-to-variable length codes.
Heiner Kirchhoffer
2012 C conf
A complexity scalable entropy coding scheme for video compression.
PCS
Tung Nguyen, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Matthias Preiss, Mischa Siekmann, Jan Stegemann, Thomas Wiegand
2012 B conf
A unified and complexity scalable entropy coding scheme for video compression.
ICIP
Matthias Preiss, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Tung Nguyen, Mischa Siekmann, Jan Stegemann, Thomas Wiegand
2012 — conf
Increasing data throughput in PIPE coding using extended v2v-codes.
ICCE-Berlin
Andre Roth, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
2011 B conf
Probability interval partitioning entropy coding using systematic variable-to-variable length codes.
ICIP
Heiner Kirchhoffer, Detlev Marpe, Christian Bartnik, Anastasia Henkel, Mischa Siekmann, Jan Stegemann, Heiko Schwarz, Thomas Wiegand
2010 C conf
Highly efficient video compression using quadtree structures and improved techniques for motion representation and entropy coding.
PCS
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
2010 C conf
Improved context modeling for coding quantized transform coefficients in video compression.
PCS
Tung Nguyen, Heiko Schwarz, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
2010 J jnl
Video Compression Using Nested Quadtree Structures, Leaf Merging, and Improved Techniques for Motion Representation and Entropy Coding.
IEEE Trans. Circuits Syst. Video Technol.
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
2008 A conf
Context-adaptive binary arithmetic coding for frame-based animated mesh compression.
ICME
Heiner Kirchhoffer, Detlev Marpe, Karsten Müller, Thomas Wiegand
2008 B conf
Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression.
ICIP
Detlev Marpe, Heiner Kirchhoffer, Karsten Müller, Thomas Wiegand
2007 — conf
A Context Modeling Scheme for Coding of Texture Refinement Information.
ICIP (6)
Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
2007 — conf
A generic context model for uniform-reconstruction based SNR-scalable representations of residual texture signals.
EUSIPCO
Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand
2006 — conf
An adaptive color transform approach and its application in 4∶4∶4 video coding.
EUSIPCO
Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand
2006 — conf
Fast renormalization for H.264/MPEG4-AVC arithmetic coding.
EUSIPCO
Detlev Marpe, Heiner Kirchhoffer, Gunnar Marten
2006 B conf
Macroblock-Adaptive Residual Color Space Transforms for 4: 4: 4 Video Coding.
ICIP
Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand