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List of works by Razvan Pascanu

A neurodynamical model for working memory

scientific article published on October 16, 2010

A simple neural network module for relational reasoning

academic article

Advances in optimizing recurrent networks

Contextual tag inference

Continual Unsupervised Representation Learning

Distral: Robust multitask reinforcement learning

scientific article published in January 2017

Embracing Change: Continual Learning in Deep Neural Networks

scientific article published on 03 November 2020

Extraction of quadrics from noisy point-clouds using a sensor noise model

Identifying and attacking the saddle point problem in high-dimensional non-convex optimization

scientific article published in January 2014

Imagination-Augmented Agents for Deep Reinforcement Learning

scientific article published in January 2017

Interaction Networks for Learning about Objects, Relations and Physics

scientific article published in January 2016

Natural Neural Networks

On the Number of Linear Regions of Deep Neural Networks

scientific article published in January 2014

Overcoming catastrophic forgetting in neural networks

academic article, arXiv

Overcoming catastrophic forgetting in neural networks.

scientific article published on 14 March 2017

Pointer Graph Networks

scientific article published in November 2020

Relational inductive biases, deep learning, and graph networks

article

Relational recurrent neural networks

scholarly article by Adam Santoro et al published 2018 in Advances in Neural Information Processing Systems 31

Reply to Huszár: The elastic weight consolidation penalty is empirically valid

scientific article published on 20 February 2018

Sobolev Training for Neural Networks

scientific article published in January 2017

Theano: a CPU and GPU math compiler in Python

scientific article published on 2010

Top-KAST: Top-K Always Sparse Training

scientific article published in November 2020

Understanding the Role of Training Regimes in Continual Learning

scientific article published in November 2020

Vector-based navigation using grid-like representations in artificial agents

scientific article published on 9 May 2018

Visual Interaction Networks: Learning a Physics Simulator from Video

scientific article published in January 2017