GANs News & Updates in 2024

Latest News and Stories About GANs in 2024

GANs, Diffusion Ride Dragon in AI Image Generation

6:00 pm 28/02/2024

Dragging objects within images in both GANs and Diffusion Models is making every designers dream come true.

Neural vocoder and its application in speech recognition

12:00 pm 28/02/2024

Vocoders based on deep neural networks may produce human-like voices

Unboxing GANs with Milind Jadhav, Lead Data Scientist at Fractal

10:00 am 28/02/2024

What we are doing at Fractal is first to solve a basic problem of recreating one data dimension for one time period with the highest possible accuracy.

The story of serial entrepreneur & DeepLearning.AI mentor Tushar Bhatnagar

12:00 pm 04/05/2022

My vision is to take the research we do at Alpha AI to the masses.

A hands-on guide to Neural Neighbor Style Transfer

11:00 am 15/07/2024

Neural Style Transfer is a type of algorithm that stylizes the digital image or video by adopting the visual style from another image.

Diffusion Models Vs GANs: Which one to choose for Image Synthesis

6:00 pm 28/02/2024

Both of them have found wide usage in the field of image, video and voice generation, leading to a debate on what produces better results—diffusion models or GANs.

How to communicate secretly with SteganoGAN?

4:00 pm 04/02/2022

Steganography is the practice of concealing a secret message within or even on top of something public.

Behind NVIDIA’s latest image editing tool called EditGAN

4:00 pm 04/02/2022

EditGAN allows users to edit desired images with simple commands like drawing without compromising the original imag

MIT Media Lab Open Sources AI-generated Characters Library

6:38 pm 20/12/2021

MIT Media Lab’s AI-generated characters library can be used to develop video content to support personalised learning and well-being

How to Hide Objects in Images using Large-Mask Inpainting (LaMa)?

6:00 pm 18/12/2021

The process of rebuilding missing areas of an image so that spectators are unable to discern that these regions have been restored is known as image inpainting.

Council Post: Envisioning The Future of Deepfakes

4:00 pm 16/12/2021

Just this quarter, Netflix viewers were taken on a ride with the film Red Notice. Wondering about the uncanny feeling you got while watching the film, or how the world

NVIDIA Releases Version 2 Of GauGAN, Its Scaringly Accurate AI Art Solution

12:11 pm 14/12/2021

GauGAN2 can generate images from phrases like ‘sunset at a beach,’ which can then be further modified with adjectives like ‘rocky beach,’ or by changing ‘sunset’ to a different time

Facebook Introduces New Image Generation Model Called Instance-Conditioned GAN

3:00 pm 28/02/2024

IC-GAN can be used with both labelled and unlabelled datasets.

My Small Project on Animating Images & Videos Using GANsNRoses

3:00 pm 28/02/2024

GANsNRoses is an open-source library that creates new Images by building a mapping that takes face images and produces them to anime drawings of faces. With the contents of the

Seven Courses In 2021 On Deep Learning For Art

4:00 pm 13/08/2021

Algorithms can help you create your own art, and there are plenty of crash courses and full-time programs to help you learn the art of coding in AI

Hands-On Guide To Image Extrapolation With Boundless-GAN

1:00 pm 15/07/2024

Image extrapolation is such a task in computer vision that aims to fill the surrounding region of a sub-image, e.g. completing the object appearing in the image or predicting the

Real-World Blind Face Restoration with Generative Facial Prior

6:00 pm 23/07/2021

Technology and Technological developments in this decade have led to some of the most awe-inspiring discoveries. With rapidly changing technology and systems to support them and provide back-end processing power,

Beginner’s Guide to Generative Adversarial Networks (GANs)

12:00 pm 15/07/2024

Generative adversarial networks, also known as GANs is an algorithmic architecture is used widely in the field of image generation. GANs can be taught to automatically create many things such

Guide To Image Super-Resolution By ESRGAN

1:00 pm 15/07/2024

Single image super-resolution has fundamental low-level vision problems. The SISR aims to recover…

Breathing Life Into Robots Through Simulators

1:00 pm 05/07/2021

Simulation enables engineers to prototype rapidly and with minimal human effort. In robotics, physics simulations provide a secure and low-cost virtual playground for robots to gain physical skills through Deep

Hands-On Guide To BigGAN With Python Code

5:00 pm 12/08/2024

The basic premise of BigGAN is simple; scale-up GAN training to benefit from larger models and larger batches.

Guide to STRIPE: Shape and Time Diversity in Probabilistic Forecast

11:00 am 15/07/2024

STRIPE excels probabilistic time-series forecasting with space and time diversity

How to use Pixel2Style2Pixel for Image-To-Image Translation

5:00 pm 13/08/2024

Pixel2Style2Pixel (pSp) is an image translation framework that builds upon the representative power of a pre-trained StyleGAN generator and the W+ latent space.

How To Generate Conditional Image Via MixNMatch

3:00 pm 01/05/2021

MixNMatch is a conditional generative model that disentangles and encodes background, object pose, shape, and texture from real images with minimal supervision.

What is Face Identity Disentanglement and How it outperformed GANs?

5:00 pm 10/03/2021

Face Identity Disentanglement via Latent Space Mapping becomes the state-of-the-art in face image generation by surpassing existing GANs

Top 5 Deep Nostalgia Alternatives in 2024

3:00 pm 06/08/2024

Deep neural network models have witnessed significant success in modern computer vision pipelines. Deep Nostalgia utilises Generative Adversarial Networks (GANs) to animate faces in still photos. Here is a list

Guide To Real-Time Face-To-Face Translation Using LipSync GANs

6:00 pm 01/05/2021

Face-to-Face translation is plagued by the novel problem of out-of-sync lips, LipGAN and Wave2Lip aim to solve this lip sync issue.

Hands-on Guide To GANSynth: An Adversarial Neural Audio Synthesis Technique

1:00 pm 26/02/2021

GANSynth is a state-of-the-art method for synthesizing high-fidelity and locally coherent audio using Generative Adversarial Networks (GANs). Hence the name GANSynth (GAN used for audio Synthesis). It was introduced by

What Is A Time Series GAN?

1:00 pm 12/01/2021

Identifying anomalies in time series data can be daunting, thanks to the vague definition of anomalies, lack of labelled data, and highly complex temporal correlations. Currently, the machine learning method

Guide To VIBE: Video Inference for 3D Human Body Pose and Shape Estimation

11:00 am 24/12/2020

VIBE – Video Inference for 3D Human Body Pose and Shape Estimation. It uses CNNs, RNNs(GRU) and GANs along with a self-attention layer to achieve its state-of-the-art results.

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GANs News & Updates in 2024

Latest News and Stories About GANs in 2024

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