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25 search results found

Mmpretrain ⭐ 3,177

OpenMMLab Pre-training Toolbox and Benchmark

Easycv ⭐ 1,614

An all-in-one toolkit for computer vision

Vitpose ⭐ 950

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"

Videomae ⭐ 864

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Openmixup ⭐ 538

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

Vitae Transformer Remote Sensing ⭐ 379

A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PV 等基础视觉算法

Awesome Mim ⭐ 178

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

Greenmim ⭐ 129

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

Vts Drloc ⭐ 116

NeurIPS 2021, Official codes for "Efficient Training of Visual Transformers with Small Datasets".

This repo contains the official implementation of ICCV 2023 paper "Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?"

Patchmix ⭐ 68

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

Self Supervised Vit Path ⭐ 50

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Point2vec ⭐ 40

Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)

[CVPR2023] Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning (https://arxiv.org/abs/2212.04500)

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

Self-Supervised Vision Transformers for multiplexed imaging datasets

This repo contains the code for the CVPR 2023 paper: "CrOC : Cross-View Online Clustering for Dense Visual Representation Learning".

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

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

Mae_segmentation ⭐ 10

reproduction of semantic segmentation using masked autoencoder (mae)

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

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