conftrace_

stochastic differential equation

181 papers

Explore in graph

Also known as

SDE

Co-occurring keywords

diffusion model (3751) stochastic gradient descent (1091) variational inference (2069) neural network (6616) gaussian process (1200) image generation (2073) generative model (2892) markov chain monte carlo (725) score-based generative model (30) diffusion process (68)

Papers

SaSDim:Self-Adaptive Noise Scaling Diffusion Model for Spatial Time Series Imputation IJCAI 2024
SGD vs GD: Rank Deficiency in Linear Networks NIPS 2024
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior CVPR 2024
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks JMLR 2024
An Analysis of the Variance of Diffusion-based Speech Enhancement INTERSPEECH 2024
Revisiting the Noise Model of Stochastic Gradient Descent AISTATS 2024
Conditional Velocity Score Estimation for Image Restoration WACV 2024
Adversarial Schrödinger Bridge Matching NIPS 2024
Conditioning non-linear and infinite-dimensional diffusion processes NIPS 2024
Statistical Spatially Inhomogeneous Diffusion Inference AAAI 2024
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations NIPS 2024
Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent JMLR 2024
DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing CVPR 2024
SDEs for Minimax Optimization AISTATS 2024
Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024
Correction to "Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations" JMLR 2024
Residual Learning in Diffusion Models CVPR 2024
Variational Gaussian Process Diffusion Processes AISTATS 2024
On the Hyperparameters in Stochastic Gradient Descent with Momentum JMLR 2024
Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024
STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction AAAI 2024
A Comparison of Continuous-Time Approximations to Stochastic Gradient Descent JMLR 2024
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NIPS 2024
A Novel Approach for Longitudinal Modeling of Aging Health and Predicting Mortality Rates AAAI 2024
Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations JMLR 2023