AI IDE-3D: Interactive 3D Face Drawing

AI IDE-3D: Interactive 3D Face Drawing

The evolution of AI is advancing at an exponential rate, evolving from recognition through photos to the ability to draw and generate dynamic images. Today, I would like to share an AI system for interactive drawing of facial images. This is a paper shared by ACM SIGGRAPH Asia 2022, developed collaboratively by Tsinghua University, Tencent … Read more

Understanding Deepfake Technology and Its Implications

Understanding Deepfake Technology and Its Implications

In 2014, Generative Adversarial Networks (GANs) were invented, marking the dawn of a virtual world created by AI. Since then, “AI Deep Synthesis” has gradually transitioned from the laboratory to everyday life, becoming a part of the digital experience for ordinary people. The face-swapping military photos shared on social media, the lifelike virtual anchors, and … Read more

Exploring Computer Vision: Creating the Illusion

Exploring Computer Vision: Creating the Illusion

Author: Wei Xiucan, PhD student at the Institute of Machine Learning and Data Mining (LAMDA), Nanjing University. He has published academic papers in top international journals and conferences, and his “Must Know Tips in Deep Neural Networks” was invited for publication in the well-known data mining forums KDnuggets and Data Science Central. Selected from “Programmer,” … Read more

Enhancing Model Training Efficiency with PyTorch Lightning Bolts

Enhancing Model Training Efficiency with PyTorch Lightning Bolts

PyTorch Lightning Bolts is an extension library officially launched by PyTorch Lightning, aiming to accelerate model development and training. It provides commonly used deep learning components, pre-trained models, data loaders, and utilities that can significantly simplify the development process, allowing developers to focus on research and optimizing model performance. Whether you are a beginner or … Read more

Baidu Proposes New Framework for Speech Recognition Using GAN

Baidu Proposes New Framework for Speech Recognition Using GAN

Selected from arXiv Authors: Anuroop Sriram et al. Translated by Machine Heart Contributors: Li Yazhou, Li Zenan Baidu recently published a paper proposing the use of Generative Adversarial Networks (GAN) to achieve a robust speech recognition system. The authors state that the new framework does not rely on the domain-specific knowledge or simplified assumptions often … Read more

Is the Diffusion Model Making GANs Obsolete?

Is the Diffusion Model Making GANs Obsolete?

Click belowCard, follow the “CVer” public account AI/CV heavy content delivered to you first Click to enter —> CV WeChat Technical Group Jin Lei Alex from Aofeisi, reprinted from: QbitAI The once popular GAN is outdated. Recently, a tweet from Tom Goldstein, an associate professor at the University of Maryland, has stirred up a lot … Read more

Is Diffusion Really Stronger Than GAN?

Is Diffusion Really Stronger Than GAN?

AI painting is one of the branches of AIGC, amidst the hype and controversy, 2022 was even dubbed the “Year of AIGC.” With the popularity of AI painting, one of the core technologies behind it, the Diffusion Model, has also become very prominent in the field of image generation, and it even seems to be … Read more

Is the Diffusion Model Outpacing GANs?

Is the Diffusion Model Outpacing GANs?

Jin Lei Alex from Aofeisi Quantum Bit | WeChat Official Account QbitAI The once-popular GAN is outdated. Tom Goldstein, an associate professor at the University of Maryland, recently published a tweet that stirred up a lot of discussion. Even big names in the tech world have come to pay attention: The keyword that the topic … Read more