Popular GitHub Repositories for Issta 2022

Roadmap to becoming an Artificial Intelligence Expert in 2022

CVPR 2025 论文和开源项目合集

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

? LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

Few-shot image translation method working on unstructured environments. ECCV 2022

The state-of-the-art image restoration model without nonlinear activation functions.

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)