presentation_links.txt

Learning Rate Scheduling:
- Overview of useful LR schedules: https://cameronrwolfe.substack.com/p/the-best-learning-rate-schedules
- REX Paper: https://arxiv.org/abs/2107.04197

Precision Scheduling:
- Overview of Low Precision Training Techniques: https://cameronrwolfe.substack.com/p/quantized-training-with-deep-networks-82ea7f516dc6
- CPT Paper: https://arxiv.org/abs/2101.09868

Video Batch Size Scheduling:
- Overview of Video Deep Learning (Part One): https://cameronrwolfe.substack.com/p/deep-learning-on-video-part-one-the-early-days-8a3632ed47d4
- Overview of Video Deep Learning (Part Two): https://cameronrwolfe.substack.com/p/deep-learning-on-video-part-two-the-rise-of-two-stream-architectures-f830d5c655d0
- Overview of Video Deep Learning (Part Three): https://cameronrwolfe.substack.com/p/deep-learning-on-video-part-three-diving-deeper-into-3d-cnns-cb3c0daa471e
- SlowFast Paper: https://arxiv.org/abs/1812.03982
- Multigrid Paper: https://arxiv.org/abs/1912.00998