Pinned

1. Unsupervised-Classification Unsupervised-Classification Public

   SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

   Python 1.3k 268

2. Sparse-Depth-Completion Sparse-Depth-Completion Public

   Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [2019]

   Python 458 76

3. Unsupervised-Semantic-Segmentation Unsupervised-Semantic-Segmentation Public

   Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

   Python 389 52

4. Revisiting-Contrastive-SSL Revisiting-Contrastive-SSL Public

   Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

   Python 86 11

5. Self-Supervised-Learning-Overview Self-Supervised-Learning-Overview Public

   📜 Self-Supervised Learning from Images: Up-to-date reading list.

   193 26

6. segments-ai/latent-diffusion-segmentation segments-ai/latent-diffusion-segmentation Public

   A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [2024]

   Python 39 2