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self supervised learning constrastive learning beit vision transformer swin transformer masked image modeling convnext updated nov 1 2024 python open mmlab mmselfsup star 3 3k code issues pull requests discussions openmmlab self supervised learning toolbox and benchmark pytorch unsupervised learning mae moco self supervised learning simclr beit simsiam masked image modeling updated jun 25 2023 python vitae transformer vitpose star 2 1k code issues pull requests the official repo for neurips 22 vitpose simple vision transformer baselines for human pose estimation and tpami 23 vitpose vision transformer for generic body pose estimation deep learning pytorch pose estimation mae distillation self supervised learning vision transformer updated dec 25 2025 python mcg nju videomae star 1 8k code issues pull requests neurips 2022 spotlight videomae masked autoencoders are data efficient learners for self supervised video pre training pytorch transformer action recognition video understanding mae video analysis video representation learning self supervised learning masked autoencoder vision transformer video transformer neurips 2022 updated dec 8 2023 python vturrisi solo learn star 1 6k code issues pull requests solo learn a library of self supervised methods for visual representation learning powered by pytorch lightning pytorch dino mae moco self supervised learning byol nvidia dali transformer models pytorch lightning simclr contrastive learning deepcluster simsiam swav barlow twins vicreg nnclr ressl vibcreg masked input prediction updated jun 22 2026 python keyu tian spark star 1 4k code issues pull requests discussions iclr 23 spotlight the first successful bert mae style pretraining on any convolutional network pytorch impl of designing bert for convolutional networks sparse and hierarchical masked modeling ssl deep learning convnet cnn pytorch convolutional neural networks object detection bert iclr mae instance segmentation mask rcnn sparse convolution self 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masked modeling for self supervised representation learning on vision and beyond https arxiv org abs 2401 00897 computer vision deep learning awesome list gpt representation learning bert mae generative models self supervised learning pre training masked autoencoder vision transformer masked image modeling awesome mim masked modeling updated apr 23 2025 python lartpang pysodevaltoolkit star 354 code issues pull requests pysodevaltoolkit a python based evaluation toolbox for salient object detection and camouflaged object detection latex metrics evaluation python3 evaluator evaluation metrics evaluation framework metrics visualization mae saliency salient object detection saliency detection co saliency f measure pr curve e measure s measure camouflaged object detection fm curve co salient object detection updated sep 27 2024 python hustvl mimdet star 343 code issues pull requests iccv 2023 you only look at one partial sequence computer vision transformer object detection mae instance 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