Generative Models - Groups

Iris dataset

The Iris dataset is a multivariate dataset introduced by Sir Ronald Fisher in his 1936 paper "The use of multiple measurements in taxonomic problems". It contains 150 samples...

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LION: Latent Point Diffusion Models for 3D Shape Generation

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Dynamical Variational Autoencoders: A Comprehensive Review

A comprehensive review of dynamical variational autoencoders

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Auto-encoding variational Bayes

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Learning Graphon Autoencoders for Generative Graph Modeling

Graphon is a nonparametric model that generates graphs with arbitrary sizes and can be induced from graphs easily. Based on this model, we propose a novel algorithmic framework...

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Model Synthesis for Zero-Shot Model Attribution

The dataset used in the paper for model attribution, consisting of images generated by various generative models.

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FFHQ-UV

FFHQ-UV: a large-scale 3D Morphable Models (3DMMs)-based facial UV-texture dataset derived from a natural image dataset FFHQ.

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Toy Benchmark Problem

The dataset used in the paper is a toy benchmark problem, where the data is generated by uniform sampling from a compact symmetry group G and other independent factors of...

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Dataset B

The dataset used in the paper is a collection of digital breast tomosynthesis (DBT) stacks with masses inserted in the center of the stack.

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Beta Diffusion

Beta diffusion is a novel generative modeling method that integrates demasking and denoising to generate data within bounded ranges.

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Deciphering Autoencoders

Generative Autoencoding of Dropout Patterns

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LSUN

The dataset used for training and validation of the proposed approach to combine semantic segmentation and dense outlier detection.

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CLIP

The CLIP model and its variants are becoming the de facto backbone in many applications. However, training a CLIP model from hundreds of millions of image-text pairs can be...

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StyleGAN

The dataset used in the paper for training and testing the proposed method for detecting, attributing and localizing GAN generated images.

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FFHQ

Large scale datasets [18, 17, 27, 6] boosted text conditional image generation quality. However, in some domains it could be difficult to make such datasets and usually it could...

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75 datasets found