Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
[ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer
Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
End-to-End Object Detection with Transformers
DiffusionBlocks: Block-wise Neural Network Training via Diffusion Interpretation
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
MambaOut: Do We Really Need Mamba for Vision? (CVPR 2025)
[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
