Aurélien Lucchi
University of Basel(CH)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis, Model Reduction and Neural Networks
Most-Cited Works
- → SLIC Superpixels Compared to State-of-the-Art Superpixel Methods(2012)8,985 cited
- → Quantum Generative Adversarial Networks for learning and loading random distributions(2019)401 cited
- → Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks With Learned Shape Features(2011)269 cited
- → Stabilizing training of generative adversarial networks through regularization(2018)219 cited
- → Topological Map Extraction From Overhead Images(2019)173 cited
- → Cosmological constraints with deep learning from KiDS-450 weak lensing maps(2019)142 cited
- → Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification(2017)130 cited
- → Probabilistic Bag-Of-Hyperlinks Model for Entity Linking(2016)130 cited
- → A machine learning-based surrogate model to approximate optimal building retrofit solutions(2020)117 cited