Hartmut Neven

According to our database1, Hartmut Neven authored at least 37 papers between 1992 and 2020.

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Bibliography

2020
Power of data in quantum machine learning.
CoRR, 2020

Learnability and Complexity of Quantum Samples.
CoRR, 2020

The Snake Optimizer for Learning Quantum Processor Control Parameters.
CoRR, 2020

TensorFlow Quantum: A Software Framework for Quantum Machine Learning.
CoRR, 2020

2019
Design and Characterization of a 28-nm Bulk-CMOS Cryogenic Quantum Controller Dissipating Less Than 2 mW at 3 K.
IEEE J. Solid State Circuits, 2019

Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectroscopy with Deep Evolutionary Algorithm.
CoRR, 2019

Scaling advantage in quantum simulation of geometrically frustrated magnets.
CoRR, 2019

Learning to learn with quantum neural networks via classical neural networks.
CoRR, 2019

Quantum-Assisted Genetic Algorithm.
CoRR, 2019

Establishing the Quantum Supremacy Frontier with a 281 Pflop/s Simulation.
CoRR, 2019


2018
Universal discriminative quantum neural networks.
CoRR, 2018

Barren plateaus in quantum neural network training landscapes.
CoRR, 2018

Efficient Population Transfer via Non-Ergodic Extended States in Quantum Spin Glass.
Proceedings of the 13th Conference on the Theory of Quantum Computation, 2018

2016
Optimizing Variational Quantum Algorithms using Pontryagin's Minimum Principle.
CoRR, 2016

2015
Totally Corrective Boosting with Cardinality Penalization.
CoRR, 2015

Probabilistic Label Relation Graphs with Ising Models.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing.
CoRR, 2014

Bayesian Sampling Using Stochastic Gradient Thermostats.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Large-Scale Object Classification Using Label Relation Graphs.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
PhotoOCR: Reading Text in Uncontrolled Conditions.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
QBoost: Large Scale Classifier Training with Adiabatic Quantum Optimization.
Proceedings of the 4th Asian Conference on Machine Learning, 2012

Robust Classification with Adiabatic Quantum Optimization.
Proceedings of the 29th International Conference on Machine Learning, 2012

2010
Designing a Comprehensive Visual Recognition System.
Proceedings of the Advances in Multimedia Modeling, 2010

2009
Training a Large Scale Classifier with the Quantum Adiabatic Algorithm
CoRR, 2009

Tour the world: a technical demonstration of a web-scale landmark recognition engine.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Large-scale privacy protection in Google Street View.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Tour the world: Building a web-scale landmark recognition engine.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

1998
Signal Processing, Acoustics, and Psychoacoustics for High Quality Desktop Audio.
J. Vis. Commun. Image Represent., 1998

PersonSpotter - Fast and Robust System for Human Detection, Tracking and Recognition.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Statistical Analysis of Gabor-Filter Representation.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Online Facial Expression Recognition Based on Personalized Galleries.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Automatic Pose Estimation System for Human Faces Based on Bunch Graph Matching Technology.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

1997
Dynamics for vision guided autonomous mobile robots.
PhD thesis, 1997

1996
Dynamics parametrically controlled by image correlations organize robot navigation.
Biol. Cybern., 1996

1995
Neural dynamics parametrically controlled by image correlations organize robot navigation.
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

1992
Rate coherence and event coherence in the visual cortex: a neuronal model of object recognition.
Biol. Cybern., 1992


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