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2020 – today
- 2024
[j5]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: 6848-6863 (2024)- 2023
- [c20]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: 346 - 2022
- [j4]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): 3203-3216 (2022) - [c19]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: 3366-3375 - [c18]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: 3541-3545 - [i3]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 abs/2204.04424 (2022) - 2021
- [c17]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: 3522-3526 - 2020
- [j3]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): 700-714 (2020) - [c16]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: 163-172 - [c15]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: 21-25 - [c14]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: 36-40
2010 – 2019
- 2019
- [i2]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 abs/1905.08318 (2019) - [i1]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 abs/1907.11900 (2019) - 2018
- [j2]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): 75:1-75:19 (2018) - 2016
- [b1]Heiner Kirchhoffer:
Design and application of variable-to-variable length codes. University of Rostock, Germany, 2016, pp. 1-214 - 2012
- [c13]Andre Roth, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand:
Increasing data throughput in PIPE coding using extended v2v-codes. ICCE-Berlin 2012: 56-60 - [c12]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: 729-732 - [c11]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: 421-424 - 2011
- [c10]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: 333-336 - 2010
- [j1]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): 1676-1687 (2010) - [c9]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: 206-209 - [c8]Tung Nguyen, Heiko Schwarz, Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand:
Improved context modeling for coding quantized transform coefficients in video compression. PCS 2010: 378-381
2000 – 2009
- 2008
- [c7]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: 2680-2683 - [c6]Heiner Kirchhoffer, Detlev Marpe, Karsten Müller, Thomas Wiegand:
Context-adaptive binary arithmetic coding for frame-based animated mesh compression. ICME 2008: 341-344 - 2007
- [c5]Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand:
A generic context model for uniform-reconstruction based SNR-scalable representations of residual texture signals. EUSIPCO 2007: 1417-1421 - [c4]Heiner Kirchhoffer, Detlev Marpe, Thomas Wiegand:
A Context Modeling Scheme for Coding of Texture Refinement Information. ICIP (6) 2007: 89-92 - 2006
- [c3]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: 1-5 - [c2]Detlev Marpe, Heiner Kirchhoffer, Gunnar Marten:
Fast renormalization for H.264/MPEG4-AVC arithmetic coding. EUSIPCO 2006: 1-5 - [c1]Detlev Marpe, Heiner Kirchhoffer, Valeri George, Peter Kauff, Thomas Wiegand:
Macroblock-Adaptive Residual Color Space Transforms for 4: 4: 4 Video Coding. ICIP 2006: 3157-3160
Coauthor Index
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