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Search results for disentangled representations disentanglement
disentangled-representations
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disentanglement
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14 search results found
Disentangling Vae
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668
Experiments for understanding disentanglement in VAE latent representations
Awesome Vaes
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448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Joint Vae
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384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
Disent
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87
🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
Disentanglement_tutorial
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37
This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and serves as a roadmap for the disentanglement aficionados.
Concept Based Xai
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37
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
Clsr
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33
The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
Linguistic Style Transfer Pytorch
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16
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Infogan Cr
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15
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs, ICML 2020
Discont
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12
Code for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors".
Reasoning Shortcuts
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10
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
Sdnet
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9
Spatial Decomposition Network - TensorFlow
Guideddisent
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7
[TPAMI 2023] Code for inference of our TPAMI and ECCV papers on model-guided disentanglement for GANs.
Neurips2019 Disentanglement Challenge
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6
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1-14 of 14 search results
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