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

Software Architecture for ML engineers

直播源相关资源汇总 📺 💯 IPTV、M3U —— 勤洗手、戴口罩，祝愿所有人百毒不侵

A paper list of some recent Transformer-based CV works.

医学影像数据集列表 『An Index for Medical Imaging Datasets』

[TPAMI 2022] GAN Inversion: A Survey

CVPR 2024 论文和开源项目合集

Code for our CVPR2021 paper coordinate attention

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

Paper bank for Self-Supervised Learning

A list of Contrastive Learning Papers&Codes. Unsupervised: MoCo/SimCLR/SwAV/BYOL/SimSiam

📖 For those who wanna learn Bash

Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters

LaTeX template for USTC thesis

Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)

Official PyTorch code for U-Noise: Learnable Noise Masks for Interpretable Image Segmentation (ICIP 2021)

Collection of awesome resources on image-to-image translation.

A curated list of awesome computer vision resources

本文原文由知名 Hacker Eric S. Raymond 所撰寫，教你如何正確的提出技術問題並獲得你滿意的答案。

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

ACCV Fine-grained recognition code

Uncertainty in Medical Image Analysis

Implementation of the paper "Understanding anomaly detection with deep invertible networks through hierarchies of distributions and features" (NeurIPS 2020)

Awesome Contrastive Learning for CV & NLP

Combating hidden stratification with GEORGE