Lifelong learning of human actions with deep neural network self-organization

German I. Parisi, Jun Tani, Cornelius Weber, +1

Neural Networks

Artificial IntelligenceEngineeringMachine LearningEducationLifelong Reinforcement Learning +17

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, +25

CINECA IRIS Institutial research information system (University of Pisa)

Artificial IntelligenceContinual LearningIncremental LearningEngineeringMachine Learning +12

Emotion-modulated attention improves expression recognition: A deep learning model

Pablo Barros, German I. Parisi, Cornelius Weber, +1

Neurocomputing

Object CategorizationAffective NeuroscienceAttentionEmotional ExpressionsDeep Learning Model +14

Self-organizing neural integration of pose-motion features for human action recognition

German I. Parisi, Cornelius Weber, Stefan Wermter

Frontiers in Neurorobotics

EngineeringHuman Pose EstimationSelf-organizing Neural IntegrationSocial SciencesVideo Interpretation +20

Human motion assessment in real time using recurrent self-organization

German I. Parisi, Sven Magg, Stefan Wermter

EngineeringMachine LearningDepth SensorHuman Pose EstimationMotor Control +19

Real-time gesture recognition using a humanoid robot with a deep neural architecture

Pablo Barros, German I. Parisi, Stefan Wermter

EngineeringMachine LearningHuman Pose EstimationSpatial Feature ExtractionSpeech Recognition +19

Emergence of multimodal action representations from neural network self-organization

German I. Parisi, Jun Tani, Cornelius Weber, +1

Cognitive Systems Research

Artificial IntelligenceEngineeringMachine LearningRobust Multimodal RepresentationsMultimodal Learning +17

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions

Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, +12

CINECA IRIS Institutial research information system (University of Pisa)

Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario

Francisco Cruz, German I. Parisi, Johannes Twiefel, +1

MusicArtificial IntelligenceEngineeringMachine LearningDomestic Environments +17

Emotion Recognition from Body Expressions with a Neural Network Architecture

Nourhan Elfaramawy, Pablo Barros, German I. Parisi, +1

Artificial IntelligenceEngineeringAffective NeuroscienceIntelligent SystemsMultimodal Sentiment Analysis +16