Tubidy
    Continual learning in the presence of Large pretrained models - Rahaf Aljundi - CoLLAs 2023

    Continual learning in the presence of Large pretrained models - Rahaf Aljundi - CoLLAs 2023

    57:29 |
    Download MP3

    Related Videos

    Continual learning in the presence of Large pretrained models - Rahaf Aljundi - CoLLAs 2023 57:30

    Continual learning in the presence of Large pretrained models - Rahaf Aljundi - CoLLAs 2023

    [CFP] International Conference on Lifelong Learning Agents (CoLLAs), Pisa, Italy, 2024 1:22

    [CFP] International Conference on Lifelong Learning Agents (CoLLAs), Pisa, Italy, 2024

    Maintaining Plasticity in Deep Continual Learning - Rich Sutton - CoLLAs 2022 1:11:21

    Maintaining Plasticity in Deep Continual Learning - Rich Sutton - CoLLAs 2022

    Why do neural networks lose plasticity? - Clare Lyle - CoLLAs 2023 1:01:29

    Why do neural networks lose plasticity? - Clare Lyle - CoLLAs 2023

    Modular & Causal Knowledge Representation for Lifelong Learning - Yoshua Bengio - CoLLAs 2022 1:05:53

    Modular & Causal Knowledge Representation for Lifelong Learning - Yoshua Bengio - CoLLAs 2022

    Unifying Continual Learning, OOD Detection and Open World Learning - Bing Liu - CoLLAs 2023 55:46

    Unifying Continual Learning, OOD Detection and Open World Learning - Bing Liu - CoLLAs 2023

    Energy-Based Models for Continual Learning - CoLLAs 2022 12:58

    Energy-Based Models for Continual Learning - CoLLAs 2022

    CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents. 12:46

    CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents.

    Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022 11:52

    Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022

    Reconsidering Continual Learning Setups - Tinne Tuytelaars - CoLLAs 2022 56:10

    Reconsidering Continual Learning Setups - Tinne Tuytelaars - CoLLAs 2022

    Continual Learning as Computationally Constrained Reinforcement Learning - Ben Van Roy - CoLLAs 2023 1:07:26

    Continual Learning as Computationally Constrained Reinforcement Learning - Ben Van Roy - CoLLAs 2023

    Continual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios - PART II 1:08:21

    Continual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios - PART II

    A Dataset Perspective on Offline Reinforcement Learning - CoLLAs 2022 12:43

    A Dataset Perspective on Offline Reinforcement Learning - CoLLAs 2022

    Exploring the Limits of Large Scale Pre-training - Hanie Sedghi - CoLLAs 2022 1:02:13

    Exploring the Limits of Large Scale Pre-training - Hanie Sedghi - CoLLAs 2022

    Continuous Self-supervision and Curiosity - Abhinav Gupta - CoLLAs 2022 1:03:05

    Continuous Self-supervision and Curiosity - Abhinav Gupta - CoLLAs 2022

    Panel Discussion on 'Scaling on Deep Learning' - CoLLAs 2022 59:30

    Panel Discussion on 'Scaling on Deep Learning' - CoLLAs 2022

    Test Sample Accuracy Scales with Training Sample Density in Neural Networks - CoLLAs 2022 17:19

    Test Sample Accuracy Scales with Training Sample Density in Neural Networks - CoLLAs 2022

    Practical tradeoffs between memory, compute, and performance in learned optimizers - CoLLAs 2022 13:24

    Practical tradeoffs between memory, compute, and performance in learned optimizers - CoLLAs 2022

    Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience. 12:42

    Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience.

    Continual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios - PART I 49:26

    Continual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios - PART I