Lorenz K. Müller

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 17

Top Topics

Homomorphic Filtering

Depth From Focus

Image Enhancement

Efficient Inference

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Luzian Lebovitz, Lukas Cavigelli, Michele Magno, Lorenz K. Müller
Efficient Inference With Model Cascades. Trans. Mach. Learn. Res. 2023 (2023)
Antoine Scardigli, Lukas Cavigelli, Lorenz K. Müller
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing. CoRR (2023)
Antoine Scardigli, Lukas Cavigelli, Lorenz K. Müller
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing. NeurIPS (2023)
Lorenz K. Müller
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement. CoRR (2021)
Jonas Weiss, Pascal Stark, Lorenz K. Müller, Folkert Horst, Roger Dangel, Bert Jan Offrein
Energy Efficiency of Photonic Convolution for Artificial Intelligence Workloads. SiPS (2021)
Lorenz K. Müller
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement. CVPR Workshops (2021)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek, Gordon Wetzstein
Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors. IEEE Trans. Pattern Anal. Mach. Intell. 42 (7) (2020)
Pascal Stark, Lorenz K. Müller
COLNA: A Python Package to Analyze Complex, Linear Networks. J. Open Source Softw. 5 (46) (2020)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek
Real-Time Depth From Focus on a Programmable Focal Plane Processor. IEEE Trans. Circuits Syst. I Regul. Pap. (3) (2018)
Melika Payvand, Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri
A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation. CoRR (2018)
Lorenz K. Müller, Julien N. P. Martel, Giacomo Indiveri
Kernelized Synaptic Weight Matrices. ICML (2018)
Melika Payvand, Lorenz K. Müller, Giacomo Indiveri
Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures. ISCAS (2018)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek
Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens. ISCAS (2017)
Lorenz K. Müller, Manu V. Nair, Giacomo Indiveri
Randomized unregulated step descent for limited precision synaptic elements. ISCAS (2017)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
High-speed depth from focus on a programmable vision chip using a focus tunable lens. ISCAS (2017)
Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri
A differential memristive synapse circuit for on-line learning in neuromorphic computing systems. CoRR (2017)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
Parallel HDR tone mapping and auto-focus on a cellular processor array vision chip. ISCAS (2016)
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri
An event-based architecture for solving constraint satisfaction problems. CoRR (2015)
Lorenz K. Müller, Giacomo Indiveri
Rounding Methods for Neural Networks with Low Resolution Synaptic Weights. CoRR (2015)
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri
Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States. Neural Comput. 27 (12) (2015)
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems. NIPS (2013)