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Paul Haase
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2020 – today
- 2024
- [j3]Daniel Becking
, Karsten Müller
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication. IEEE Trans. Multim. 26: 6848-6863 (2024) - 2023
- [c6]Paul Haase, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand:
Bitrate-Performance Optimized Model Training for the Neural Network Coding (NNC) Standard. ICIP 2023: 3245-3249 - 2022
- [j2]Heiner Kirchhoffer, Paul Haase
Overview of the Neural Network Compression and Representation (NNR) Standard. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3203-3216 (2022) - [c5]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 - [c4]Gerhard Tech, Paul Haase, Daniel Becking
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
- [c3]Paul Haase, Daniel Becking
Encoder Optimizations For The NNR Standard On Neural Network Compression. ICIP 2021: 3522-3526 - 2020
- [j1]Simon Wiedemann
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. IEEE J. Sel. Top. Signal Process. 14(4): 700-714 (2020) - [c2]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 - [c1]Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann
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
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
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. CoRR abs/1907.11900 (2019)
Coauthor Index
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