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Generative Models

6,381 papers

Papers per year

Papers

Mockingbird at the SIGTYP 2022 Shared Task: Two Types of Models for the Prediction of Cognate Reflexes NAACL 2022
A Generative Approach for Mitigating Structural Biases in Natural Language Inference NAACL 2022
Event Causality Identification via Generation of Important Context Words NAACL 2022
Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022
Learning Forward Dynamics Model and Informed Trajectory Sampler for Safe Quadruped Navigation RSS 2022
MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection SEMEVAL 2022
HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA) SEMEVAL 2022
Physics guided neural networks for spatio-temporal super-resolution of turbulent flows UAI 2022
AUTM flow: atomic unrestricted time machine for monotonic normalizing flows UAI 2022
Capturing actionable dynamics with structured latent ordinary differential equations UAI 2022
Bayesian structure learning with generative flow networks UAI 2022
Mitigating statistical bias within differentially private synthetic data UAI 2022
Variational multiple shooting for Bayesian ODEs with Gaussian processes UAI 2022
CIGMO: Categorical invariant representations in a deep generative framework UAI 2022
Deep Dirichlet process mixture models UAI 2022
AdaCat: Adaptive categorical discretization for autoregressive models UAI 2022
PathFlow: A normalizing flow generator that finds transition paths UAI 2022
Efficient learning of sparse and decomposable PDEs using random projection UAI 2022
Attribution of predictive uncertainties in classification models UAI 2022
Resolving label uncertainty with implicit posterior models UAI 2022
VQ-Flows: Vector quantized local normalizing flows UAI 2022
Contrastive latent variable models for neural text generation UAI 2022
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks WACV 2022
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis WACV 2022
Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling WACV 2022