contrastive-learning.git, branch master

Make InfoNCE loss distributable

2022-08-27T05:11:16+00:00

Rewrite SimCLR-based PosRecon model with some tweaks

2022-08-26T09:30:37+00:00

- No inheritance, encapsulation and immutability, making code more readable
- Remove mask token and encode visible patches only, inspired from MAE and MSN
- Switch from batch-level randomization (shuffling and masking) to sample-level, and remove shuffle ratio for simplicity
- Compute loss during forward

Add a dirty version of PosRecon trainer

2022-08-25T02:07:23+00:00

Fix optimizer checkpoint loading problem

2022-08-25T01:50:54+00:00

Some modifications for PosRecon trainer

2022-08-21T09:28:07+00:00

Refactor SimCLR base class

2022-08-20T07:35:56+00:00

Add label smoothing option

2022-08-20T02:45:04+00:00

Fix scheduler stepping bugs

2022-08-20T02:04:41+00:00

Merge remote-tracking branch 'origin/master'

2022-08-20T01:35:31+00:00

Add encoder option to SimCLR evaluation script

2022-08-20T01:35:09+00:00