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youngtboy / Awesome-Self-Supervised-Vision-Pretrain

A paper list of self-supervised pretrain method
Apache License 2.0
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upload pic #1

Open youngtboy opened 8 months ago

youngtboy commented 8 months ago

MoCov1 MoCov2 SimCLRv1

youngtboy commented 8 months ago

BYOL SimCLRv2 SwAV CompRess DenseCL SimSiam

youngtboy commented 8 months ago

SEED CLIP Barlow Twins DisCo DoGo DINOv1 VICReg MST BEiTv1 SimDis OSS BINGO MAE iBOT SimMIM PeCo MaskFeat

youngtboy commented 8 months ago

RELICv2 SimReg RePre CAEv1 CIM MVP ConvMAE ConMIM MixMAE

youngtboy commented 8 months ago

A2MIM FD ObjMAE MAE-Lite SupMAE HiViT LoMaR SIM MFM BootMAE CMAE SMD SdAE MILAN BEiTv2_1 BEiTv2-2 BEiTv3 MaskCLIP MimCo VICRegL

youngtboy commented 8 months ago

i-MAE CAN EVA CAEv2 iTPN SCFS FastMIM Light-MoCo Scale-MAE ConvNeXtv2 Spark I-JEPA RoB Layer Grafted PixMIM LocalMIM MR-MAE MixedAE EMP SiamMAE ccMIM DreamTeacher MFF DropPos

youngtboy commented 8 months ago

ALIGN

youngtboy commented 7 months ago

G2SD

youngtboy commented 7 months ago

image

youngtboy commented 7 months ago

Registers

youngtboy commented 7 months ago

D-iGPT

youngtboy commented 5 months ago
AIM
youngtboy commented 5 months ago

CrossMAE Cross-Scale MAE

youngtboy commented 4 months ago
MIM-Refiner