Glorot, Xavier
- Early Visual Concept Learning with Unsupervised Deep Learning
2016/06/17 by Irina Higgins, Higgins, Irina, Löıc Matthey +13 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)
- Adding noise to the input of a model trained with a regularized objective
2011/04/16 by Salah Rifai, Xavier Glorot, Rifai, Salah +5 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks
- A Semantic Matching Energy Function for Learning with Multi-relational\n Data
2013/01/15 by Xavier Glorot, Antoine Bordes, Glorot, Xavier +5 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Machine Learning in Bioinformatics
- Theano: A Python framework for fast computation of mathematical expressions
2016/05/09 by The Theano Development Team, Al-Rfou, Rami, Alain, Guillaume +110 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Symbolic Computation (cs.SC)
- Learning to Prove from Synthetic Theorems
2020/06/19 by Eser Aygün, Aygün, Eser, Zafarali Ahmed +13 · 2 citations
Computer Science · #FOS: Computer and information sciences #I.2.3 #Intelligent Tutoring Systems and Adaptive Learning #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Teaching and Learning Programming
- Deep Self-Taught Learning for Handwritten Character Recognition
2010/09/18 by Frédéric Bastien, Yoshua Bengio, Bastien, Frédéric +31 · 1 citation
Computer Science · Engineering · #68T05 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #I.2.6 #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Vehicle License Plate Recognition
- Proving Theorems using Incremental Learning and Hindsight Experience Replay
2021/12/20 by Eser Aygün, Laurent Orseau, Aygün, Eser +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.3 #Logic in Computer Science (cs.LO) #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Topic Modeling