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generative modeling

148 papers

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Also known as

IGM

Co-occurring keywords

generative model (2889) diffusion model (3720) optimal transport (945) image generation (2069) normalizing flow (354) variational inference (2069) variational autoencoder (1282) neural network (6616) density estimation (397) energy-based model (248)

Papers

DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion ICCV 2023
DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport ICCV 2023
Scalable Diffusion Models with Transformers ICCV 2023
HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion ICCV 2023
Emotional Voice Conversion with Semi-Supervised Generative Modeling INTERSPEECH 2023
On Calibrating Diffusion Probabilistic Models NIPS 2023
Moment Matching Denoising Gibbs Sampling NIPS 2023
Mirror Diffusion Models for Constrained and Watermarked Generation NIPS 2023
HOLODIFFUSION: Training a 3D Diffusion Model Using 2D Images CVPR 2023
GINA-3D: Learning To Generate Implicit Neural Assets in the Wild CVPR 2023
Canonical normalizing flows for manifold learning NIPS 2023
Whitening Convergence Rate of Coupling-based Normalizing Flows NIPS 2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models NIPS 2022
Neural PCA for Flow-Based Representation Learning IJCAI 2022
From data to functa: Your data point is a function and you can treat it like one ICML 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modelling ICML 2022
Marginal Tail-Adaptive Normalizing Flows ICML 2022
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022
Implicit Neural Representations with Levels-of-Experts NIPS 2022
WeaNF”:" Weak Supervision with Normalizing Flows ACL 2022
Learning Manifold Dimensions with Conditional Variational Autoencoders NIPS 2022
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids NIPS 2022
A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022
Semantic uncertainty intervals for disentangled latent spaces NIPS 2022
Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022