ContinualAI Meetup: "Neuroscience-Inspired Continual Learning"

ContinualAI Meetup: "Neuroscience-Inspired Continual Learning"

01:34:07 |

Related Videos

ContinualAI Reading Group: “Explaining How Deep Neural Networks Forget by Deep Visualization”

35:09

ContinualAI Reading Group: “Explaining How Deep Neural Networks Forget by Deep Visualization”

ContinualAI RG: "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent"

1:11:39

ContinualAI RG: "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent"

ContinualAI RG: "Adaptation Strategies for Automated Machine Learning on Evolving Data"

47:45

ContinualAI RG: "Adaptation Strategies for Automated Machine Learning on Evolving Data"

ContinualAI RG: "EEC: Learning to Encode and Regenerate Images for Continual Learning"

40:52

ContinualAI RG: "EEC: Learning to Encode and Regenerate Images for Continual Learning"

ContinualAI RG: "Understanding Continual Learning Settings with Data Distribution Drift Analysis"

32:50

ContinualAI RG: "Understanding Continual Learning Settings with Data Distribution Drift Analysis"

ContinualAI RG: "Optimal Continual Learning has Perfect Memory and is NP-hard"

49:52

ContinualAI RG: "Optimal Continual Learning has Perfect Memory and is NP-hard"

ContinualAI RG: "Memory-Efficient Incremental Learning Through Feature Adaptation"

28:13

ContinualAI RG: "Memory-Efficient Incremental Learning Through Feature Adaptation"

ContinualAI RG: "Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting"

32:39

ContinualAI RG: "Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting"

ContinualAI RG: "Continual Learning in Recurrent Neural Networks"

52:44

ContinualAI RG: "Continual Learning in Recurrent Neural Networks"

ContinualAI Seminars: "Continual Learning via Bit-Level Information Preserving"

44:31

ContinualAI Seminars: "Continual Learning via Bit-Level Information Preserving"

ContinualAI RG: "Continuum: Simple Management of Complex Continual Learning Scenarios"

32:44

ContinualAI RG: "Continuum: Simple Management of Complex Continual Learning Scenarios"

ContinualAI RG: "Online Fast Adaptation and Knowledge Accumulation: a New Approach to CL"

1:03:32

ContinualAI RG: "Online Fast Adaptation and Knowledge Accumulation: a New Approach to CL"

ContinualAI RG: "Networks naturally learn to learn and forget to forget"

41:18

ContinualAI RG: "Networks naturally learn to learn and forget to forget"

ContinualAI RG: "Modeling the Background for Incremental Learning in Semantic Segmentation"

36:18

ContinualAI RG: "Modeling the Background for Incremental Learning in Semantic Segmentation"

ContinualAI RG: "Catastrophic Forgetting in Deep Graph Networks"

46:37

ContinualAI RG: "Catastrophic Forgetting in Deep Graph Networks"

ContinualAI RG: "Continual Learning for Recurrent Neural Networks: an Empirical Evaluation"

54:05

ContinualAI RG: "Continual Learning for Recurrent Neural Networks: an Empirical Evaluation"

ContinualAI RG: "A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix"

42:06

ContinualAI RG: "A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix"

ContinualAI Meetup: "Generative Models for Continual Learning"

1:05:28

ContinualAI Meetup: "Generative Models for Continual Learning"

ContinualAI RG: "Energy-Based Models for Continual Learning"

37:38

ContinualAI RG: "Energy-Based Models for Continual Learning"

ContinualAI February 2023 Seminar/Meetup

1:11:31

ContinualAI February 2023 Seminar/Meetup