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1. Unsupervised-ClassificationUnsupervised-ClassificationPublic

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

   Python 1.4k 271

2. Revisiting-Contrastive-SSLRevisiting-Contrastive-SSLPublic

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

   Python 89 11

3. segments-ai/latent-diffusion-segmentationsegments-ai/latent-diffusion-segmentationPublic

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

   Python 91 7

4. Sparse-Depth-CompletionSparse-Depth-CompletionPublic

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

   Python 497 78

5. Unsupervised-Semantic-SegmentationUnsupervised-Semantic-SegmentationPublic

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

   Python 412 55

6. Self-Supervised-Learning-OverviewSelf-Supervised-Learning-OverviewPublic

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

   201 24