VeGANs
A library to easily train various existing GANs (Generative Adversarial Networks) in PyTorch: https://github.com/unit8co/vegans
#pytorch #GAN #GenerativeAdversarialNetworks #MachineLearning
A library to easily train various existing GANs (Generative Adversarial Networks) in PyTorch: https://github.com/unit8co/vegans
#pytorch #GAN #GenerativeAdversarialNetworks #MachineLearning
CariGANs: Unpaired Photo-to-Caricature Translation
Cao et al.: http://ai.stanford.edu/~kaidicao/carigan.pdf
Code: https://cari-gan.github.io
#ArtificialIntelligence #Caricature #GAN #GenerativeAdversarialNetworks
Cao et al.: http://ai.stanford.edu/~kaidicao/carigan.pdf
Code: https://cari-gan.github.io
#ArtificialIntelligence #Caricature #GAN #GenerativeAdversarialNetworks
Check out our new #GAN work on person re-id. Training data is one of the keys to deep learning😈. Given N images, our #cvpr19 oral paper could generate O(NxN) high-fidelity images for training.
Paper link: https://arxiv.org/abs/1904.07223
Full Video: https://www.youtube.com/watch?v=ubCrEAIpQs4
#NVIDIA #UTS #ANU
Paper link: https://arxiv.org/abs/1904.07223
Full Video: https://www.youtube.com/watch?v=ubCrEAIpQs4
#NVIDIA #UTS #ANU
arXiv.org
Joint Discriminative and Generative Learning for Person Re-identification
Person re-identification (re-id) remains challenging due to significant intra-class variations across different cameras. Recently, there has been a growing interest in using generative models to...
​​Neural network that turns sketches into realistic photo.
Paper is called «Semantic Image Synthesis with Spatially-Adaptive Normalization».
#CVPR19 oral paper on a new conditional normalization layer for semantic image synthesis #SPADE and its demo app #GauGAN
ArXiV: https://arxiv.org/abs/1903.07291
Website: https://nvlabs.github.io/SPADE/
#GAN #CV #DL
Paper is called «Semantic Image Synthesis with Spatially-Adaptive Normalization».
#CVPR19 oral paper on a new conditional normalization layer for semantic image synthesis #SPADE and its demo app #GauGAN
ArXiV: https://arxiv.org/abs/1903.07291
Website: https://nvlabs.github.io/SPADE/
#GAN #CV #DL
arXiv.org
Semantic Image Synthesis with Spatially-Adaptive Normalization
We propose spatially-adaptive normalization, a simple but effective layer for synthesizing photorealistic images given an input semantic layout. Previous methods directly feed the semantic layout...
Head animation from single shot by #SamsungAI team
Samsung researchers have released a model that can generate faces in new poses from just a single image/frame (for each of face, pose). Done by building a well-trained landmark model in advance & one-shotting from that, using keypoints, adaptive instance norms and GANs. Model performs no 3D face modelling!
ArXiV: https://arxiv.org/abs/1905.08233v1
Youtube: https://www.youtube.com/watch?v=p1b5aiTrGzY
#GAN #CV #DL
Samsung researchers have released a model that can generate faces in new poses from just a single image/frame (for each of face, pose). Done by building a well-trained landmark model in advance & one-shotting from that, using keypoints, adaptive instance norms and GANs. Model performs no 3D face modelling!
ArXiV: https://arxiv.org/abs/1905.08233v1
Youtube: https://www.youtube.com/watch?v=p1b5aiTrGzY
#GAN #CV #DL
arXiv.org
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Several recent works have shown how highly realistic human head images can be obtained by training convolutional neural networks to generate them. In order to create a personalized talking head...
​​A #GauGAN timelapse video as a demo for landscape generation
Link: https://www.nvidia.com/en-us/research/ai-playground/
#GAN #Video #Nvidia
Link: https://www.nvidia.com/en-us/research/ai-playground/
#GAN #Video #Nvidia
NVIDIA
The AI Playground from NVIDIA: Experience AI in Action
Interact with AI research demos in real-time, be inspired by the AI Art Gallery, and learn more about AI extensions in Omniverse.
AI Portraits of You
"AI Portraits Ars is able to paint portraits in real time at 4k resolution. You will find yourself in front of a mirror and feel thousands Rembrandt, Caravaggio, Titian portraying you moment after moment."
By MIT-IBM Watson AI Lab: https://aiportraits.com/#
#DeepLearning #GenerativeAdversarialNetwork #GAN
"AI Portraits Ars is able to paint portraits in real time at 4k resolution. You will find yourself in front of a mirror and feel thousands Rembrandt, Caravaggio, Titian portraying you moment after moment."
By MIT-IBM Watson AI Lab: https://aiportraits.com/#
#DeepLearning #GenerativeAdversarialNetwork #GAN
Lifelong GAN: Continual Learning for Conditional Image Generation
Zhai et al.: https://arxiv.org/abs/1907.10107
#deeplearning #generativemodels #GAN
Zhai et al.: https://arxiv.org/abs/1907.10107
#deeplearning #generativemodels #GAN
Lifelong GAN: Continual Learning for Conditional Image Generation
Zhai et al.: https://arxiv.org/abs/1907.10107
#deeplearning #generativemodels #GAN
Zhai et al.: https://arxiv.org/abs/1907.10107
#deeplearning #generativemodels #GAN
Infinite-resolution image generation in the browser
Made by Erlend Gjesteland Ekern using CPPNs, GANs and TensorFlow.js : https://thispicturedoesnotexist.com
#CPPN #GAN #TensorflowJS
Made by Erlend Gjesteland Ekern using CPPNs, GANs and TensorFlow.js : https://thispicturedoesnotexist.com
#CPPN #GAN #TensorflowJS
Thispicturedoesnotexist
This Picture Does Not Exist
Interactive, Infinite-Resolution Image and Video Generation using Generative Adversarial Networks (... in the Browser!)
Improving sample diversity of a pre-trained, class-conditional GAN by changing its class embeddings
Qi Li, Long Mai, Anh Nguyen: http://anhnguyen.me/project/biggan-am/
#DeepLearning #GenerativeAdversarialNetworks #GAN
Qi Li, Long Mai, Anh Nguyen: http://anhnguyen.me/project/biggan-am/
#DeepLearning #GenerativeAdversarialNetworks #GAN