Official implementation of Diffusion Autoencoders
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Sep 12, 2024 - Jupyter Notebook
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latent-variable-models
Here are 124 public repositories matching this topic...
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
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Jul 25, 2024 - Python
Nimfa: Nonnegative matrix factorization in Python
embeddings matrix-factorization latent-variable-models latent-features nonnegative-matrix-factorization
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Feb 12, 2021 - Python
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
generative-adversarial-network gan gans latent-variable-models generative-models conditonal-gan generative-interpretable-faces photorealistic-faces photorealism
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Sep 13, 2022 - Python
DGMs for NLP. A roadmap.
natural-language-processing parsing decoding text-generation generative-text generative-model graphical-models mcmc language-model generative-adversarial-networks variational-inference markov-chain-monte-carlo latent-variable-models normalizing-flows structured-prediction discrete-structures generative-models variational-autoencoders approximate-inference gradient-estimation
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Dec 12, 2022
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
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Sep 10, 2022 - Python
Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)
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Oct 28, 2019 - Python
Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"
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Dec 1, 2020 - Python
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
natural-language-generation latent-variable-models gumbel-softmax paraphrase-generation deep-generative-model
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Oct 9, 2021 - Python
A Java Toolbox for Scalable Probabilistic Machine Learning
data-science machine-learning bayesian-methods graphical-models bayesian-networks latent-variable-models streaming-data
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Sep 21, 2023 - Java
NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
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Aug 16, 2018 - Jupyter Notebook
Official implementation of the paper Stochastic Latent Residual Video Prediction
deep-learning pytorch generative-model stochastic vae latent-variable-models video-prediction icml-2020
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Mar 29, 2022 - Python
Bayesian Methods for Machine Learning
machine-learning coursera bayesian-methods expectation-maximization variational-inference latent-variable-models
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Jun 27, 2019 - Jupyter Notebook
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
natural-language-processing text-generation generative-model vae representation-learning autoencoders latent-variable-models variational-autoencoder paperlist controllable-generation
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Dec 23, 2022
Generative Query Network for rendering 3D scenes from 2D images
neural-network rendering scene lstm convolutional-neural-networks deepmind unsupervised-learning latent-variable-models gqn
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Aug 29, 2018 - Python
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
deep-learning pytorch stochastic vae segmentation autonomous-driving autonomous-vehicles latent-variable-models instance-segmentation generative-models state-space-models future-prediction eccv2022
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Oct 6, 2022 - Python
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
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Feb 9, 2024 - Jupyter Notebook
SLAMP: Stochastic Latent Appearance and Motion Prediction
deep-learning pytorch generative-model stochastic vae optical-flow autonomous-driving latent-variable-models video-prediction future-prediction iccv2021
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Apr 10, 2023 - Python
Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
time-series neural-network torch pytorch generative-model ssm latent-variable-models state-space-model neural-ssm neural-state-space-models
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Dec 14, 2024 - Python
Code and released pre-trained model for our ACL 2022 paper: "DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation"
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Dec 23, 2022 - Python
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