PyTorch Implementation of Make-An-Audio (ICML'23) with a Text-to-Audio Generative Model
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May 22, 2024 - Python
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latent-space
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Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.
inversion editing generative-model latent-space ddpm text-guided-image-manipulation text-guided-image-editing
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Jul 11, 2024 - Python
Latent web browser
ai openai code-generation tauri latent-space gpt-3 dalle2 prompt-engineering latent-web latent-browser
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Jun 28, 2024 - TypeScript
Official PyTorch implementation of the paper: Flow Matching in Latent Space
generative-models latent-space diffusion-models vision-transformer conditional-normalizing-flows flow-matching
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Oct 30, 2024 - Python
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
ai computer-vision image-processing image-editing image-generation text-to-image diffusion inpainting latent-space img2img image-space outpainting txt2img stable-diffusion generative-ai
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Jul 16, 2023 - Python
Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)
pytorch generative-adversarial-network pretrained-models cma-es latent-space augmented-lagrangian-method layoutgan
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Jul 24, 2023 - Python
Autoencoders in Keras
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Mar 6, 2018 - Python
Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch
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Dec 14, 2024 - Python
Buckle up, adventure in the styleGAN2-ada-pytorch network latent space awaits
anime projection dataset-generation latent-space colab-notebook stylegan-model stylegan2 stylegan2-ada latent-space-interpolation stylegan2-ada-pytorch
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Nov 18, 2021 - Jupyter Notebook
A deep learning architecture for robust inference and accurate prediction of cellular dynamics
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Aug 14, 2023 - Python
Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"
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Apr 18, 2021 - Python
Learning and controlling the source-filter representation of speech with a variational autoencoder
python machine-learning deep-learning speech pytorch speech-synthesis audio-processing variational-autoencoder latent-space source-filter pitch-control formant-control
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Apr 18, 2023 - Python
CVPR 2021, Smoothing the Disentangled Latent Style Space for Unsupervised I2I Translation
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Mar 17, 2023 - Python
3DGANTex: 3D Face Reconstruction with StyleGAN3-based Texture Synthesis from Multi-View Images
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Oct 24, 2024 - Python
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis
generative-adversarial-network gan semantic-analysis latent-semantic-analysis image-synthesis latent-space facial-attribute-editing ganalyzer
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Feb 15, 2024 - Python
Code implementation of the detection network capable of dealing with many overlapping spline bodies.
computer-vision deep-learning splines c-elegans latent-space quantitative-biology single-stage-detector
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Aug 30, 2024 - Python
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
machine-learning research deep-learning paper uncertainty generative-model neural-networks publication transparency interpretability counterfactual latent-space counterfactual-explanations aleatoric-uncertainty epistemic-uncertainty
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Apr 23, 2024 - Python
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
time-series pytorch vae latent-variable-models triplet-loss variational-autoencoder remaining-useful-life latent-space diffusion-models c-mapss turbofan-engine ddpm classifier-free-guidance conditional-data-generation preventive-maintenance
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May 17, 2024 - Python
This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.
machine-learning artificial-intelligence neural-networks method interpretability feature-importance explainable-ai latent-space latent-representations neurips example-based-explanations neurips-2021
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Jan 31, 2023 - Python
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
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Jan 30, 2024 - Jupyter Notebook
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