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fcvit

A Close Look at Spatial Modeling: From Attention to Convolution

few-shot-cosine-transformer

Few shot learning for human pose estimation

flash-pytorch

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

flowformer

About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf

formula

gcvit

Official PyTorch implementation of Global Context Vision Transformers

gpvit

GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

greenmim

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

grit

GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)

groupvit

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

hat

Arxiv2022 - Activating More Pixels in Image Super-Resolution Transformer

hctransformers

hdr-transformer

The official MegEngine implementation of the ECCV 2022 paper: Ghost-free High Dynamic Range Imaging with Context-aware Transformer

hiformer

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

hivt

[CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

hr-nas

HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)

hrformer

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

hts-audio-transformer

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

hvt

[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"

hypertransformer

Official PyTorch implementation of CVPR'22 paper: HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

ilat

The Image Local Autoregressive Transformer (NIPS2021)

imagenetmodel

Official ImageNet Model repository

incepformer

IncepFormer Official repo

itpn

Integrally Pre-Trained Transformer Pyramid Networks

jigsawvit

levit

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

lightvit

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

linear-multihead-attention

Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)

lit

[AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"

lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention