ztshuaiUCLA commited on
Commit
3bfda24
·
verified ·
1 Parent(s): 8f8716a

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +6 -6
README.md CHANGED
@@ -169,12 +169,12 @@ python main_finetune.py \
169
 
170
  | Method | Type | Original Paper |
171
  |--------|------|-------------|
172
- | SleepFM | Contrastive | [Leave-one-out multi-modal contrastive learning](https://www.nature.com/articles/s41591-025-04133-4.pdf) |
173
- | SimCLR | Contrastive | [Simple Constrastive Learning](https://proceedings.mlr.press/v119/chen20j/chen20j.pdf) |
174
- | DINO | Self-distillation | [DINO](https://arxiv.org/pdf/2304.07193) |
175
- | VQ-VAE | Reconstruction | [Vector-quantized variational autoencoder](https://proceedings.neurips.cc/paper/2017/file/7a98af17e63a0ac09ce2e96d03992fbc-Paper.pdf) |
176
- | MAE | Reconstruction | [Masked Autoencoding](https://openaccess.thecvf.com/content/CVPR2022/papers/He_Masked_Autoencoders_Are_Scalable_Vision_Learners_CVPR_2022_paper.pdf) |
177
- | AR | Autoregressive | [Autoregressive Next-Token prediction](https://storage.prod.researchhub.com/uploads/papers/2020/06/01/language-models.pdf) |
178
  | OSF | Self-distillation | ours |
179
 
180
  ### Downstream Tasks
 
169
 
170
  | Method | Type | Original Paper |
171
  |--------|------|-------------|
172
+ | SleepFM | Contrastive | Leave-one-out multi-modal contrastive learning |
173
+ | SimCLR | Contrastive | Simple Contrastive Learning |
174
+ | DINO | Self-distillation | DINOv2 (Oquab et al., 2023) |
175
+ | VQ-VAE | Reconstruction | Vector-quantized variational autoencoder |
176
+ | MAE | Reconstruction | Masked Autoencoding |
177
+ | AR | Autoregressive | Autoregressive Next-Token prediction |
178
  | OSF | Self-distillation | ours |
179
 
180
  ### Downstream Tasks