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05/10/2023
Continual Facial Expression Recognition: A Benchmark
Understanding human affective behaviour, especially in the dynamics of r...
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09/14/2020
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions
In the last few years, we have witnessed a renewed and fast-growing inte...
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04/26/2020
IROS 2019 Lifelong Robotic Vision Challenge – Lifelong Object Recognition Report
This report summarizes IROS 2019-Lifelong Robotic Vision Competition (Li...
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03/20/2020
Online Continual Learning on Sequences
Online continual learning (OCL) refers to the ability of a system to lea...
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01/04/2020
Human Action Recognition and Assessment via Deep Neural Network Self-Organization
The robust recognition and assessment of human actions are crucial in hu...
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07/02/2019
Rethinking Continual Learning for Autonomous Agents and Robots
Continual learning refers to the ability of a biological or artificial s...
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04/23/2019
A Personalized Affective Memory Neural Model for Improving Emotion Recognition
Recent models of emotion recognition strongly rely on supervised deep le...
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11/06/2018
On the role of neurogenesis in overcoming catastrophic forgetting
Lifelong learning capabilities are crucial for artificial autonomous age...
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10/15/2018
Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution
The efficient integration of multisensory observations is a key property...
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07/26/2018
Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning
Interactive reinforcement learning (IRL) extends traditional reinforceme...
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07/13/2018
Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception
Our daily perceptual experience is driven by different neural mechanisms...
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05/28/2018
Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization
Humans excel at continually acquiring and fine-tuning knowledge over sus...
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02/28/2018
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments
Crossmodal conflict resolution is a crucial component of robot sensorimo...
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02/21/2018
Continual Lifelong Learning with Neural Networks: A Review
Humans and animals have the ability to continually acquire and fine-tune...
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02/19/2018
Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration
When the brain receives input from multiple sensory systems, it is faced...
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01/23/2018
Expectation Learning for Adaptive Crossmodal Stimuli Association
The human brain is able to learn, generalize, and predict crossmodal sti...
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12/22/2017
An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction
During visuomotor tasks, robots have to compensate for the temporal dela...
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10/05/2017