Tag: Meta-learning

AI Machine Learning & Data Science Popular Research

DeepMind’s Bootstrapped Meta-Learning Enables Meta Learners to Teach Themselves

A research team from DeepMind proposes a bootstrapped meta-learning algorithm that overcomes the meta-optimization problem and myopic meta objectives, and enables the meta-learner to teach itself.

AI Machine Learning & Data Science Research

Yoshua Bengio Team’s Recurrent Independent Mechanisms Endow RL Agents With Out-of-Distribution Adaptation and Generalization Abilities

A research team from the University of Montreal and Max Planck Institute for Intelligent Systems constructs a reinforcement learning agent whose knowledge and reward function can be reused across tasks, along with an attention mechanism that dynamically selects unchangeable knowledge pieces to enable out-of-distribution adaptation and generalization.

AI Research

Samsung AI Makes the Mona Lisa ‘Speak’

Imagine the lips forming the Mona Lisa’s famous smile were to part, and she began “speaking” to you. This is not some sci-fi fantasy or a 3D face animation, it’s an effect achieved by researchers from Samsung AI lab and Skolkovo Institute of Science and Technology, who used adversarial learning to generate a photorealistic talking head model.