This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

Implementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"

Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions.

[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

Official implementation of ICCV 2023 paper "3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment"

A Pytorch Implementation of the following paper "Visual Transformers: Token-based Image Representation and Processing for Computer Vision"

A PyTorch implementation of ViTGAN based on paper ViTGAN: Training GANs with Vision Transformers.

[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.

Official implementation of the paper Vision Transformer with Progressive Sampling, ICCV 2021.

Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"

Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"

The implementation of our paper: Towards Robust Vision Transformer (CVPR2022)

Unofficial PyTorch implementation of MobileViT based on paper "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".

Official PyTorch Implementation of paper "Vision Transformer for NeRF-Based View Synthesis from a Single Input Image", WACV 2023.

Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"

CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107.06263.pdf).

[NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" for SAM.

[ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"

A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.

This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets".

[CVPR-22] This is the official implementation of the paper "Adavit: Adaptive vision transformers for efficient image recognition".

This repository includes the official implementation our paper "Scaling White-Box Transformers for Vision"

Official implementation of CVPR 2024 paper "Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers".

Classification for chest X ray images of tuberculosis using PyTorch, Timm, and modified EfficientNet family. This repo is implemented to our paper Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning" published on ESWA

Official pytorch implementation of Paper - DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET - WACV 2025

This is the official pytorch implementation for the paper: *Quantformer: Learning Extremely Low-precision Vision Transformers*.

PyTorch implementation of BMVC2022 paper Masked Vision-Language Transformers for Scene Text Recognition

This repository contains the TensorFlow implementation of the paper "AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE" known as vision transformers.

An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers

[MICCAI ISIC Workshop 2023 (best paper)] AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets (an official implementation)