On the Completeness of Self-Supervised Learning: Group Theory, Causality, and their Combinations
In this project, we aim to answer the following three fundamental questions in self-supervised learning…
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Self-aware Continuous Learning Models
Learning continually, to accumulate knowledge, is one of the prominent features of human intelligence. Unlike…
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Towards Artificial General Intelligence with Heterogeneous Meta-Learning
Human intelligence is remarkable in terms of generalization. A human has outstanding capability to generalize…
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Memory-efficient Online Continuous Object Recognition on Video Streams
The world is not stationary. To thrive in evolving environments, humans are capable of continual…
