Investigation of OCT Images Descriptions on the Base of Representational MDL Principle. - Igor Gurov; Alexey Potapov (MVA, 2009)

Spectral-Differential Feature Matching and Clustering for Multi-body Motion Estimation. - Anton N. Averkin; Igor Gurov; Maxim Peterson; Alexey Potapov (MVA, 2011)

Extending Universal Intelligence Models with Formal Notion of Representation. - Alexey Potapov; Sergey Rodionov (AGI, 2012)

Differences between Kolmogorov Complexity and Solomonoff Probability: Consequences for AGI. - Alexey Potapov; Andrew Svitenkov; Yurii Vinogradov (AGI, 2012)

A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms. - Alexey Potapov; Maxim Peterson (AIAI (1), 2012)

Cognitive Bias for Universal Algorithmic Intelligence - Alexey Potapov; Sergey Rodionov; Andrew Myasnikov; Galymzhan Begimov (CoRR, 2012)

Universal Induction with Varying Sets of Combinators. - Alexey Potapov; Sergey Rodionov (AGI, 2013)

Practical algorithmic probability: an image inpainting example. - Alexey Potapov; Oleg Scherbakov; Innokentii Zhdanov (ICMV, 2013)

Direct Uncertainty Estimation in Reinforcement Learning. - Sergey Rodionov; Alexey Potapov; Yurii Vinogradov (CoRR, 2013)

Making Universal Induction Efficient by Specialization. - Alexey Potapov; Sergey Rodionov (AGI, 2014)

Universalization of narrow methods: Case study on autoencoders. - Alexey Potapov; Vita Batishcheva; Shuchao Pang (CCIS, 2014)

Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes. - Alexey Potapov; Vita Batishcheva; Maxim Peterson (AIAI, 2014)

Universal empathy and ethical bias for artificial general intelligence. - Alexey Potapov; Sergey Rodionov (J. Exp. Theor. Artif. Intell., 2014)

Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages. - Vita Batishcheva; Alexey Potapov (AGI, 2015)

Optimization Framework with Minimum Description Length Principle for Probabilistic Programming. - Alexey Potapov; Vita Batishcheva; Sergey Rodionov (AGI, 2015)

Real-Time GA-Based Probabilistic Programming in Application to Robot Control. - Alexey Potapov; Sergey Rodionov; Vita Potapova (AGI, 2016)

A Generative Probabilistic Model for Leaning Complex Visual Stimuli. - Alexey Potapov; Vita Batishcheva (BICA, 2016)

A Step from Probabilistic Programming to Cognitive Architectures. - Alexey Potapov (CoRR, 2016)

A feasibility study of an autoencoder meta-model for improving generalization capabilities on training sets of small sizes. - Alexey Potapov; Vita Potapova; Maxim Peterson (Pattern Recognit. Lett., 2016)

Genetic Algorithms with DNN-Based Trainable Crossover as an Example of Partial Specialization of General Search. - Alexey Potapov; Sergey Rodionov (AGI, 2017)

Vision System for AGI: Problems and Directions. - Alexey Potapov; Sergey Rodionov; Maxim Peterson; Oleg Scherbakov; Innokentii Zhdanov; Nikolai Skorobogatko (AGI, 2018)

Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures. - Alexey Potapov; Innokentii Zhdanov; Oleg Scherbakov; Nikolai Skorobogatko; Hugo Latapie; Enzo Fenoglio (AGI, 2018)

Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. - Alexey Potapov; Sergey Rodionov; Hugo Latapie; Enzo Fenoglio (ICANN (3), 2018)

HyperNets and Their Application to Learning Spatial Transformations. - Alexey Potapov; Oleg Shcherbakov; Innokentii Zhdanov; Sergey Rodionov; Nikolai Skorobogatko (ICANN (1), 2018)

Improving Deep Models of Person Re-identification for Cross-Dataset Usage. - Sergey Rodionov; Alexey Potapov; Hugo Latapie; Enzo Fenoglio; Maxim Peterson (AIAI, 2018)

Technological Singularity: What Do We Really Know? - Alexey Potapov (Inf., 2018)

Cognitive Module Networks for Grounded Reasoning. - Alexey Potapov; Anatoly Belikov; Vitaly Bogdanov; Alexander Scherbatiy (AGI, 2019)

Differentiable Probabilistic Logic Networks. - Alexey Potapov; Anatoly Belikov; Vitaly Bogdanov; Alexander Scherbatiy (CoRR, 2019)

Analyzing Elementary School Olympiad Math Tasks as a Benchmark for AGI. - Alexey Potapov; Oleg Scherbakov; Vitaly Bogdanov; Vita Potapova; Anatoly Belikov; Sergey Rodionov; Artem Yashenko (AGI, 2020)

GoodPoint: unsupervised learning of keypoint detection and description. - Anatoly Belikov; Alexey Potapov (CoRR, 2020)

Distillation of neural network models for detection and description of key points of images. - A. V. Yashchenko; Anatoly Belikov; M. V. Peterson; Alexey Potapov (CoRR, 2020)

Univalent Foundations of AGI are (not) All You Need. - Alexey Potapov; Vitaly Bogdanov (AGI, 2021)

General-Purpose Minecraft Agents and Hybrid AGI. - Alexey Potapov; Anatoly Belikov; Oleg Scherbakov; Vitaly Bogdanov (AGI, 2022)

A Meta-Probabilistic-Programming Language for Bisimulation of Probabilistic and Non-Well-Founded Type Systems. - Jonathan Warrell; Alexey Potapov; Adam Vandervorst; Ben Goertzel (AGI, 2022)

OpenCog Hyperon: A Framework for AGI at the Human Level and Beyond. - Ben Goertzel; Vitaly Bogdanov; Michael Duncan; Deborah Duong; Zarathustra Amadeus Goertzel; Jan Horlings; Matthew Iklé; Lucius Gregory Meredith; Alexey Potapov; Andre Luiz de Senna; Hedra Seid; Andres Suarez; et al. (CoRR, 2023)

The Role of LLMs in AGI. - Alexey Potapov; Vita Potapova (AGI (2), 2025)