Maxim Peterson

Improving Deep Models of Person Re-identification for Cross-Dataset Usage

Hugo Latapie, Enzo Fenoglio, Alexey Potapov, 2018, AIAI.

A feasibility study of an autoencoder meta-model for improving generalization capabilities on training sets of small sizes

Alexey Potapov, Maxim Peterson, Vita Potapova, 2016, Pattern Recognit. Lett..

Application of generative deep learning models for approximation of image distribution density

Alexey Potapov, Innokentii Zhdanov, Sergey Rodionov, 2019 .

Curvature histogram features for retrieval of images of smooth 3D objects

Alexey Potapov, Innokentii Zhdanov, Maxim Peterson, 2014 .

Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes

Alexey Potapov, Vita Batishcheva, Maxim Peterson, 2014, AIAI.

Spectral-Differential Feature Matching and Clustering for Multi-body Motion Estimation

Alexey Potapov, Anton N. Averkin, Maxim Peterson, 2011, MVA.

A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms

Alexey Potapov, Maxim Peterson, 2012, AIAI.

Vision System for AGI: Problems and Directions pdf

Alexey Potapov, Innokentii Zhdanov, Sergey Rodionov, 2018, AGI.