Lorenz K. Müller

24 papers A* 3C 5Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights.
CoRR
Lorenz K. Müller, Philippe Bich, Jiawei Zhuang, Ahmet Çelik, Luca Benfenati, Lukas Cavigelli
2024 A* conf
Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks?
ICML
Lorenz K. Müller
2024 J jnl
SSSD: Simply-Scalable Speculative Decoding.
CoRR
Michele Marzollo, Jiawei Zhuang, Niklas Roemer, Lorenz K. Müller, Lukas Cavigelli
2023 J jnl
Efficient Inference With Model Cascades.
Trans. Mach. Learn. Res.
Luzian Lebovitz, Lukas Cavigelli, Michele Magno, Lorenz K. Müller
2023 A* conf
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing.
NeurIPS
Antoine Scardigli, Lukas Cavigelli, Lorenz K. Müller
2023 J jnl
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing.
CoRR
Antoine Scardigli, Lukas Cavigelli, Lorenz K. Müller
2021 — conf
Energy Efficiency of Photonic Convolution for Artificial Intelligence Workloads.
SiPS
Jonas Weiss, Pascal Stark, Lorenz K. Müller, Folkert Horst, Roger Dangel, Bert Jan Offrein
2021 — conf
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement.
CVPR Workshops
Lorenz K. Müller
2021 J jnl
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement.
CoRR
Lorenz K. Müller
2020 J jnl
COLNA: A Python Package to Analyze Complex, Linear Networks.
J. Open Source Softw.
Pascal Stark, Lorenz K. Müller
2020 J jnl
Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors.
IEEE Trans. Pattern Anal. Mach. Intell.
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek, Gordon Wetzstein
2018 J jnl
A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation.
CoRR
Melika Payvand, Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri
2018 C conf
Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures.
ISCAS
Melika Payvand, Lorenz K. Müller, Giacomo Indiveri
2018 A* conf
Kernelized Synaptic Weight Matrices.
ICML
Lorenz K. Müller, Julien N. P. Martel, Giacomo Indiveri
2018 J jnl
Real-Time Depth From Focus on a Programmable Focal Plane Processor.
IEEE Trans. Circuits Syst. I Regul. Pap.
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek
2017 J jnl
A differential memristive synapse circuit for on-line learning in neuromorphic computing systems.
CoRR
Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri
2017 C conf
High-speed depth from focus on a programmable vision chip using a focus tunable lens.
ISCAS
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
2017 C conf
Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens.
ISCAS
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek
2017 C conf
Randomized unregulated step descent for limited precision synaptic elements.
ISCAS
Lorenz K. Müller, Manu V. Nair, Giacomo Indiveri
2016 C conf
Parallel HDR tone mapping and auto-focus on a cellular processor array vision chip.
ISCAS
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
2015 J jnl
An event-based architecture for solving constraint satisfaction problems.
CoRR
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri
2015 J jnl
Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States.
Neural Comput.
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri
2015 J jnl
Rounding Methods for Neural Networks with Low Resolution Synaptic Weights.
CoRR
Lorenz K. Müller, Giacomo Indiveri
2013 — conf
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems.
NIPS
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri