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【AI Generative Creation and Computer Vision】Knowledge Planet
Starting from 2022 and 2023, the AIGC frenzy led by the AI painting based on the diffusion model and the ChatGPT series of large models has come! The direction of scientific research and industrial application under the large model is already in the process of reconstruction! The direction of computer vision and image processing has ushered in a new round of changes! AIGC will penetrate into every fine field!
Follow up and learn about the most classic, latest and most cutting-edge AIGC, CV+ large language model and other multi-modal understanding and generation technologies. It is strongly recommended to join the " AI generation creation and computer vision " knowledge planet! Here you can get:
1. Beginners to learn the routes and materials of computer vision, image generation and other directions;
2. Carefully selected, valuable, and explosive cutting-edge AIGC papers that are updated synchronously almost every day! The [tag] direction that the planet has established, that is, the direction combined with AIGC , includes but is not limited to:
Image understanding tasks under AIGC:
Image Identification
Target Detection
Image segmentation
AIGC image generation tasks:
image restoration
image restoration
Image conversion/translation
Face editing, face changing, age migration
Speaker Drive and Generation
Hairstyle Migration, Makeup Migration
Portrait Generation, Pose Migration, Virtual Fitting
style transfer
image coloring
cartoon animation generator
3D related
Medical Image Generation
font generation
Art Generation
Other interdisciplinary applications
Learning Strategies or Paradigms under AIGC:
Self-supervised learning, unsupervised learning
semi-supervised learning
active learning
transfer learning
representation/representation learning
decoupled learning
Zero-shot/one-shot/few-shot learning
reinforcement learning
Multimodal Learning under AIGC:
Text generation image, customized Vincent graph, controllable Vincent graph
visual language model
Multimodal understanding and generation
Combining with large language models
video generation
Other directions under AIGC:
AIGC-based training data augmentation
Diffusion Model Improvements
GAN improvements
The latest open source dataset
controllable generation
Classification and summary of top conference papers under AIGC
CVPR、ICCV、ECCV··· ···
For example, search for [controllable generation]:
Search [face change]:
Select the first article and click to open, you can see the details:
Course sharing:
Paper classification summary:
3. Post your questions (anonymously) at any time, and discuss and communicate with the guests who have settled in the planet!
4. More others, open source deep learning, machine learning, computer vision and other classic and cutting-edge literature downloads!
5. Most of the people who have settled in the planet are big bosses, including masters and Ph. Ds from top prestigious universities, engineers and technical experts from first-line manufacturers, and internal referrals for recruitment will be released from time to time!
6. Irregular benefits!
etc! !
And all you have to pay to get the above is a regular takeout lunch! A cup of milk tea, or a claypot rice, or a dumpling money! ! ! Yes, after receiving the coupon, it only costs 25 yuan to join the planet ! The validity period starts from your joining and ends one year later! It is equivalent to just over 6 cents per day (25/365)!
Note that the original price is 50 yuan, and a limited number of coupons will be given out today , while supplies last. After receiving the coupon, 25 yuan won! Whether it is for the student party or the working party, this is far from being expensive~
Big Surprise Benefits
Join for free or cash back
1. Doctoral friends or master/undergraduate friends who have published CCF A conferences/journals , please scroll to the end of the article , add friends from the editor, and settle in directly for free ! ! !
2. Planet [Share], send the link to relatives and friends, invite one person to join, and cash back, almost free? !
3. Friends who have entered the planet at full price within the past 2 months (after April 10), please also join the editor as a friend of the operation editor, and there will be red envelope discounts and cash back!
Click on the picture below, long press to scan the code, and wait patiently▼
25 yuan, 25 yuan, you can’t buy it at a loss, you can’t be fooled, you can’t go to Thailand, you can’t go to Singapore, you can’t travel to Moscow with 25 yuan! Ha ha
The so-called solitary learner without friends may be ignorant! One person may go fast, but a group of people can go farther!
How to use Knowledge Planet 1 :
Search for the "Knowledge Planet" applet on WeChat and log in:
Search【 AI Generation Creation and Computer Vision 】:
Method 2 of Knowledge Planet (more recommended!!!) :
Search the "Knowledge Planet" APP on the mobile phone, download and log in :
Operation Xiaobian WeChat:
Pay attention to the official account [Machine Learning and AI Generation Creation], more exciting things are waiting for you to read:
In-depth explanation of ControlNet, a controllable AIGC painting generation algorithm!
Classic GAN has to read: StyleGAN
Click me to view GAN's series albums~!
Take out a lunch, become the frontier of CV vision!
The latest and most complete 100 summary! Generate Diffusion Models Diffusion Models
ECCV2022 | Summary of some papers on generating confrontation network GAN
CVPR 2022 | 25+ directions, the latest 50 GAN papers
ICCV 2021 | Summary of GAN papers on 35 topics
Over 110 articles! CVPR 2021 most complete GAN paper combing
Over 100 articles! CVPR 2020 most complete GAN paper combing
Dismantling the new GAN: decoupling representation MixNMatch
StarGAN Version 2: Multi-Domain Diversity Image Generation
Attached download | Chinese version of "Explainable Machine Learning"
Attached download | "TensorFlow 2.0 Deep Learning Algorithms in Practice"
Attached download | "Mathematical Methods in Computer Vision" share
"A review of surface defect detection methods based on deep learning"
A Survey of Zero-Shot Image Classification: A Decade of Progress
"A Survey of Few-Shot Learning Based on Deep Neural Networks"