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164 search results found

Code of TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation, WACV 2023

Tokenmixup ⭐ 30

Official pytorch implementation of NeurIPS 2022 paper, TokenMixup

Soft Mixture Of Experts ⭐ 30

PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)

Fastdifferentiablematsqrt ⭐ 28

Official Pytorch implementation of ICLR 22 paper "Fast Differentiable Matrix Square Root"

Semireward ⭐ 26

[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning

Flexivit ⭐ 26

PyTorch reimplementation of FlexiViT: One Model for All Patch Sizes

Rethinkvsralignment ⭐ 25

(NIPS 2022) Rethinking Alignment in Video Super-Resolution Transformers

Retnet_vit Rmt ⭐ 25

Fpvt_bmvc22 ⭐ 25

Code of Pyramid Vision Transformer at BMVC 2022

An official Pytorch implementation of "Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers", CVPR 2023.

Regionproxy ⭐ 23

[CVPR22] Official codebase of Semantic Segmentation by Early Region Proxy.

[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers

Keras Vision Transformer ⭐ 22

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)

Self-Supervised Vision Transformers for multiplexed imaging datasets

Transoar ⭐ 22

A 3D medical Detection Transformer library. Papers accepted @ MIDL & MELBA.

Official repository for "Self-Distilled Vision Transformer for Domain Generalization" (ACCV-2022 ORAL)

Adversarial Automixup ⭐ 21

Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)

Code for ViTAS_Vision Transformer Architecture Search

Vision_transformers ⭐ 21

Vision Transformers for image classification, image segmentation, and object detection.

Deep Hash Distillation ⭐ 20

Deep Hash Distillation for Image Retrieval - ECCV 2022

Celebfaces_attributes_classification ⭐ 19

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Pytorch Vision Transformer Vit Mnist ⭐ 18

Simplified Pytorch implementation of Vision Transformer (ViT) for MNIST dataset.

Structtoken ⭐ 18

StructToken : Rethinking Semantic Segmentation with Structural Prior

Vit Pytorch ⭐ 17

PyTorch implementation of the vision transformer

Safe Self-Refinement for Transformer-based Domain Adaptation (CVPR 2022)

Protopformer ⭐ 17

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

Doprompt ⭐ 17

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

[ICASSP 2023] Official Implementation of ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis

The official implementation of the ICML 2023 paper OFQ-ViT

Buildformer ⭐ 15

Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022

Self Supervised Distillation ⭐ 15

Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO 😃

Vit Cifar10 Pruning ⭐ 14

Vision Transformer Pruning

Documentclip ⭐ 14

A Simple Plugin for Transforming Images to Arbitrary Scales

Vicinity Vision Transformer ⭐ 12

[TPAMI 2023] This is an official implementation for "Vicinity Vision Transformer".

Transfusion Pose ⭐ 12

[BMVC2021] "TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation"

Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement - AAAI 2023

Inv3d Model ⭐ 12

Inference, training and evaluation code for our models from the paper "Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwarping" (ICDAR) 2023.

Multitrain ⭐ 11

Code and model for "Multi-dataset Training of Transformers for Robust Action Recognition", NeurIPS 2022 Spotlight

[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN

Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"

[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking

Mae_segmentation ⭐ 10

reproduction of semantic segmentation using masked autoencoder (mae)

Swindepth ⭐ 10

"SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network" (ICRA 2023)

Vision Transformer ⭐ 9

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023

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

Official repository for the paper "Salient Mask-Guided Vision Transformer for Fine-Grained Classification" (VISIGRAPP '23)

Gcab Cfdc ⭐ 8

Official Implementation of the paper "Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation"

Rtdetr Pytorch ⭐ 8

This repository provides a PyTorch implementation of RT-DeTR, a state-of-the-art Realtime Detection Transformer for object detection tasks.

[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

Qtclassification ⭐ 7

A lightweight and extensible toolbox for image classification

Official implementation of Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention

Samb Transformeruda ⭐ 7

Semantic-adaptive Message Broadcasting for Transformer-based UDA

Contextvit ⭐ 7

Contextual Vision Transformers for Robust Representation Learning

Open source implementation of "Vision Transformers Need Registers"

AICONSlab's DL benchmarking platform to OOD data in MRI

Face To Bmi Vit ⭐ 6

Predict the Body Mass Index with one image of a human face, with state-of-the-art results.

Vision_transformer_pytorch ⭐ 6

Simple Implementation of Vision Transformer (https://openreview.net/pdf?id=YicbFdNTTy)

Continual_learning_with_vit ⭐ 5

Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"

A simple implementation of a CLIP that splits up an image into quandrants and then gets the embeddings for each quandrant

Dagfed Chain ⭐ 5

Highly scalable multihierarchical sharded blockchain solution for federated learning

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