Heiner Kirchhoffer

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute — Germany

Computer Science · Physical Sciences

9h-index352citations34works4.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Video Coding and Compression Technologies(24), Advanced Data Compression Techniques(22), Advanced Vision and Imaging(13), Advanced Neural Network Applications(3), Computer Graphics and Visualization Techniques(3)

Publications34 total

Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication
IEEE Transactions on Multimedia·2024· 4 citedOpen Access
A Study on Data-Driven Probability Estimator Design for Video Coding
2023· 1 cited
History Dependent Significance Coding for Incremental Neural Network Compression
2022 IEEE International Conference on Image Processing (ICIP)·2022· 1 cited
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)·2022· 7 cited
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning
arXiv (Cornell University)·2022Open Access
Encoder Optimizations For The NNR Standard On Neural Network Compression
2021· 7 cited
Overview of the Neural Network Compression and Representation (NNR) Standard
IEEE Transactions on Circuits and Systems for Video Technology·2021· 53 citedOpen Access
Dependent Scalar Quantization For Neural Network Compression
2020· 9 cited
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates
2020· 9 cited
State-Based Multi-parameter Probability Estimation for Context-Based Adaptive Binary Arithmetic Coding
2020· 8 cited
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural\n network compression
arXiv (Cornell University)·2019· 10 citedOpen Access
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression
arXiv (Cornell University)·2019· 8 citedOpen Access
Properties and Design of Variable-to-Variable Length Codes
ACM Transactions on Multimedia Computing Communications and Applications·2018· 2 citedOpen Access
MACROBLOCK-ADAPTIVE RESIDUAL COLOR SPACE TRANSFORMS FOR 4:4:4 VIDEO CODING
2015
A unified and complexity scalable entropy coding scheme for video compression
2012
Increasing data throughput in PIPE coding using extended v2v-codes
2012
A complexity scalable entropy coding scheme for video compression
2012
Improved video compression technology and the emerging high efficiency video coding standard
2011· 9 cited
Probability interval partitioning entropy coding using systematic variable-to-variable length codes
2011· 5 cited
Highly efficient video coding based on quadtree structures, improved motion compensation, and probability interval partitioning entropy coding
Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)·2011
page 1 of 2Next →

Frequent Co-authors

Detlev Marpe(29), Thomas Wiegand(27), Heiko Schwarz(19), Karsten Müller(11), Wojciech Samek(10), Paul Haase(8), Tung Nguyen(7), Mischa Siekmann(7), Benjamin Bross(6), Valeri George(5), Daniel Becking(5), Philipp Helle(4), Tobias Hinz(4), Haricharan Lakshman(4), Simon Oudin(4), Karsten Sühring(4), Martin Winken(4), Simon Wiedemann(4), Gerhard Tech(4), Sebastian Bosse(3)