microsoft/Cream

This is a collection of our NAS and Vision Transformer work.

PythonCudaC++Otherefficiencynasknowledge-distillationrpeautomlvision-transformervit-compression
This is stars and forks stats for /microsoft/Cream repository. As of 19 Apr, 2024 this repository has 1296 stars and 200 forks.

Neural Architecture Design and Search This is a collection of our NAS and Vision Transformer work TinyCLIP (@ICCV'23): TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance EfficientViT (@CVPR'23): EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention TinyViT (@ECCV'22): TinyViT: Fast Pretraining Distillation for Small Vision Transformers MiniViT (@CVPR'22): MiniViT: Compressing Vision Transformers with Weight Multiplexing CDARTS (@TPAMI'22): Cyclic...
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