Lorenz K. Müller

According to our database, Lorenz K. Müller authored at least 21 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SSSD: Simply-Scalable Speculative Decoding.

Michele Marzollo, Jiawei Zhuang, Niklas Roemer, Lorenz K. Müller, Lukas Cavigelli

CoRR, 2024

Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks?

Lorenz K. Müller

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Efficient Inference With Model Cascades.

Luzian Lebovitz, Lukas Cavigelli, Michele Magno, Lorenz K. Müller

Trans. Mach. Learn. Res., 2023

RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing.

Antoine Scardigli, Lukas Cavigelli, Lorenz K. Müller

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Energy Efficiency of Photonic Convolution for Artificial Intelligence Workloads.

Jonas Weiss, Pascal Stark, Lorenz K. Müller, Folkert Horst, Roger Dangel, Bert Jan Offrein

Proceedings of the IEEE Workshop on Signal Processing Systems, 2021

Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement.

Lorenz K. Müller

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors.

Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek, Gordon Wetzstein

IEEE Trans. Pattern Anal. Mach. Intell., 2020

COLNA: A Python Package to Analyze Complex, Linear Networks.

Pascal Stark, Lorenz K. Müller

J. Open Source Softw., 2020

2018

Real-Time Depth From Focus on a Programmable Focal Plane Processor.

Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation.

Melika Payvand, Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri

CoRR, 2018

Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures.

Melika Payvand, Lorenz K. Müller, Giacomo Indiveri

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Kernelized Synaptic Weight Matrices.

Lorenz K. Müller, Julien N. P. Martel, Giacomo Indiveri

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

A differential memristive synapse circuit for on-line learning in neuromorphic computing systems.

Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri

CoRR, 2017

Randomized unregulated step descent for limited precision synaptic elements.

Lorenz K. Müller, Manu V. Nair, Giacomo Indiveri

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens.

Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

High-speed depth from focus on a programmable vision chip using a focus tunable lens.

Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

Parallel HDR tone mapping and auto-focus on a cellular processor array vision chip.

Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015

Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States.

Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri

Neural Comput., 2015

Rounding Methods for Neural Networks with Low Resolution Synaptic Weights.

Lorenz K. Müller, Giacomo Indiveri

CoRR, 2015

An event-based architecture for solving constraint satisfaction problems.

Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri

CoRR, 2015

2013

Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems.

Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013