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Image-to-Image Translation in PyTorch
computer-vision deep-learning computer-graphics pytorch generative-adversarial-network gan image-manipulation image-generation gans pix2pix cyclegan
Bringing Old Photo Back to Life (CVPR 2020 oral)
photos pytorch generative-adversarial-network image-manipulation gans image-restoration old-photo-restoration photo-restoration
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
computer-vision deep-learning computer-graphics torch generative-adversarial-network gan image-manipulation image-generation gans pix2pix cyclegan
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning clustering tensorflow scikit-learn keras transformers pytorch gan neural-networks convolutional-neural-networks gpt gans albert dbscan bert keras-tensorflow pytorch-tutorial pytorch-implementation huggingface-transformers
Synthetic data generation for tabular data
machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
The author's officially unofficial PyTorch BigGAN implementation.
Implementation of papers in 100 lines of code.
python machine-learning research reinforcement-learning deep-learning aes pytorch artificial-intelligence generative-model rl educational papers gans nerf 3d meta-learning inverse-rendering implementation-of-research-paper diffusion-models neural-radiance-fields
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
deep-learning pytorch generative-adversarial-network gans canny-edge-detection image-inpainting edgeconnect
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
computer-vision computer-graphics pytorch generative-adversarial-network image-manipulation image-generation deeplearning gans computervision cyclegan
A sketch extractor for anime/illustration.
computer-vision deep-learning anime sketch comic manga pytorch generative-adversarial-network gan image-generation gans gradio wacv
A simple interface for editing natural photos with generative neural networks.
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
audio deep-learning pytorch generative-adversarial-network codec gans compression-algorithm audio-compression residual-vector-quantization
Synthetic data generators for tabular and time-series data
machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration
A very simple generative adversarial network (GAN) in PyTorch
Toward Multimodal Image-to-Image Translation
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
Research Framework for easy and efficient training of GANs based on Pytorch
python machine-learning computer-vision deep-learning python3 pytorch generative-model neural-networks gans generative-adversarial-networks
Generative Adversarial Transformers
transformers attention image-generation gans generative-adversarial-networks compositionality scene-generation
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
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