latent-representations

There are 0 repository under latent-representations topic.

cjy1992 / interp-e2e-driving
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
carla-simulator deep-reinforcement-learning latent-representations
Language:Python 265
h3lio5 / linguistic-style-transfer-pytorch
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
style-transfer pytorch latent-representations text-style-transfer variational-autoencoder adversarial-learning disentangled-representations disentanglement acl natural-language-generation
Language:Python 69
alan-turing-institute / grace
Graph Representation Analysis for Connected Embeddings
computer-vision data-science graphical-models latent-representations machine-learning object-detection feature-extraction image-processing neural-networks
Language:Jupyter Notebook 34
JonathanCrabbe / Simplex
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 explainable-ai latent-space latent-representations interpretability method example-based-explanations feature-importance neurips-2021 neurips neural-networks
Language:Python 24
clear-nus / CHyVAE
Code for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations (AAAI 2019)
disentangled-representations generative-model latent-representations paper variational-autoencoder
Language:Python 19
KingJamesSong / HouseholderGAN
ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
disentangled-representations generative-adversarial-network latent-representations latent-semantic-analysis
Language:Jupyter Notebook 17
adobe / tripod
Tripod is a tool/ML model for computing latent representations for large sequences
distributed-representations latent-representations machine-learning machine-learning-algorithms python3 seq2seq unsupervised-learning
Language:Python 16
paidamoyo / survival_cluster_analysis
ACM CHIL 2020: "Survival Cluster Analysis"
bayesian-nonparametrics clustering deep-learning dirichlet-process latent-representations survival-analysis time-to-event
Language:Jupyter Notebook 16
LukasMut / VICE
Variational Interpretable Concept Embeddings
variational-inference sparsity latent-representations bayesian-inference objects interpretability
Language:Python 14
comp-imaging-sci / pic-recon
Code associated with the paper "Prior Image-Constrained Reconstruction using Style-Based Generative Models" accepted to ICML 2021.
image-reconstruction latent-representations stylegan2 tensorflow
Language:Python 10
DeepWave-KAUST / latentpinn
Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.
helmholtz-equation latent-representations partial-differential-equations physics-informed-neural-networks
Language:Jupyter Notebook 7
reshinthadithyan / BYOL-Pytorch
Simple Pytorch Implementation of BYOL: Bootstrap Your Own Latent(https://arxiv.org/abs/2006.07733) [Colab Version Available]
pytorch byol latent-representations self-supervised-learning
Language:Jupyter Notebook 6
gulfaraz / balancing-shape-texture-bias-in-imagenet-trained-vgg19
A study on the effect of normalization in predictions by CNN models
artificial-intelligence deep-learning convolutional-neural-networks thesis uva bias shape-bias texture-bias normalization bilateral-filter variational-inference variational-autoencoder classification latent-representations
Language:Jupyter Notebook 4
Ipazia-AI / latent-explorer
Latent-Explorer is the Python implementation of the framework proposed in the paper "Unveiling LLMs: The Evolution of Latent Representations in a Dynamic Knowledge Graph".
factuality graphs knowledge-graph latent-representations llms llms-reasoning propositional-probes probing claim-verification knowledge
Language:Python 2
AiPBAND / SDAE-biomarkers
Working towards deliverable 5.3
biomarker-discovery journal latent-representations latent-semantic-analysis paper stacked-denoising-autoencoders
Language:Python 1
HannesStark / bachelorThesis
TensorFlow code and LaTex for Bachelor Thesis: Understanding Variational Autoencoders' Latent Representations of Remote Sensing Images :earth_africa:
variational-autoencoders latent-representations remote-sensing
Language:TeX 1
R-Haecker / latent-representations-of-articulations
Investigate mapping of articulations from the image space to the latent space using neural networks.
latent-representations discriminator vae-gan
Language:Python 1
alvinkli / Deep-Feature-Consistent-VAE
TensorFlow Deep Feature Consistent VAE Implementation on the Kaggle Fashion Dataset
deep-learning convolutional-neural-networks machine-learning tensorflow kaggle-fashion-dataset tsne-visualization latent-representations
Language:Jupyter Notebook 0
ArianAmani / Face-Alter
Latent Representation and Exploration of Images Using Variational AutoEncoders
computer-vision deep-learning image-processing latent-representations tensorflow vae variational-autoencoder
Language:Jupyter Notebook 0
toluale / Enhanced-VAE
This algorithm exploits the relationships between variables to improve the reconstruction performance of the variational autoencoder (VAE). A correlation score was used as the metric to group the features via a distance-based clustering method. The resulting clusters served as inputs for the Attention-Based VAE.
attention-mechanism clustering dynamic-thresholding latent-representations time-series-analysis variational-autoencoder
Language:Python 0
VigneshS10 / SIHeDA-Net
📜 [MIDL 2022] "Sensor to Image Heterogeneous Domain Adaptation Network", Ishikaa Lunawat, Vignesh S, S P Sharan
deep-neural-networks domain-adaptation latent-representations pytorch sensors-data-collection vae-pytorch
Language:Jupyter Notebook 0

latent-representations

cjy1992 / interp-e2e-driving

h3lio5 / linguistic-style-transfer-pytorch

alan-turing-institute / grace

JonathanCrabbe / Simplex

clear-nus / CHyVAE

KingJamesSong / HouseholderGAN

adobe / tripod

paidamoyo / survival_cluster_analysis

LukasMut / VICE

comp-imaging-sci / pic-recon

DeepWave-KAUST / latentpinn

reshinthadithyan / BYOL-Pytorch

gulfaraz / balancing-shape-texture-bias-in-imagenet-trained-vgg19

Ipazia-AI / latent-explorer

AiPBAND / SDAE-biomarkers

HannesStark / bachelorThesis

R-Haecker / latent-representations-of-articulations

alvinkli / Deep-Feature-Consistent-VAE

ArianAmani / Face-Alter

toluale / Enhanced-VAE

VigneshS10 / SIHeDA-Net