Paul Haase

12 papers B 5Journal 6Unranked 1
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
Bitrate-Performance Optimized Model Training for the Neural Network Coding (NNC) Standard.
ICIP
Paul Haase, 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
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