ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
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Updated
Jun 24, 2024 - Python
ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.
Latent Representation and Exploration of Images Using Variational AutoEncoders
Variational Interpretable Concept Embeddings
Graph Representation Analysis for Connected Embeddings
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
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'.
Investigate mapping of articulations from the image space to the latent space using neural networks.
📜 [MIDL 2022] "Sensor to Image Heterogeneous Domain Adaptation Network", Ishikaa Lunawat, Vignesh S, S P Sharan
TensorFlow Deep Feature Consistent VAE Implementation on the Kaggle Fashion Dataset
Working towards deliverable 5.3
Code associated with the paper "Prior Image-Constrained Reconstruction using Style-Based Generative Models" accepted to ICML 2021.
TensorFlow code and LaTex for Bachelor Thesis: Understanding Variational Autoencoders' Latent Representations of Remote Sensing Images 🌍
Simple Pytorch Implementation of BYOL: Bootstrap Your Own Latent(https://arxiv.org/abs/2006.07733) [Colab Version Available]
ACM CHIL 2020: "Survival Cluster Analysis"
Tripod is a tool/ML model for computing latent representations for large sequences
A study on the effect of normalization in predictions by CNN models
Code for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations (AAAI 2019)
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