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gaussian mixture

70 papers

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GM

Co-occurring keywords

gaussian mixture model (389) mixture model (262) variational inference (2069) sample complexity (1169) parameter estimation (274) expectation maximization (255) diffusion model (3751) generative model (2892) maximum likelihood estimation (233) maximum likelihood (255)

Papers

Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective ICCV 2025
GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025
Determine the Number of States in Hidden Markov Models via Marginal Likelihood JMLR 2025
Efficient Variational Sequential Information Control AISTATS 2024
MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models CVPR 2024
New Classes of the Greedy-Applicable Arm Feature Distributions in the Sparse Linear Bandit Problem AAAI 2024
Generative Calibration of Inaccurate Annotation for Label Distribution Learning AAAI 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting AAAI 2024
Computation-information gap in high-dimensional clustering COLT 2024
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting IJCAI 2023
Diffusing Gaussian Mixtures for Generating Categorical Data AAAI 2023
Generative Label Enhancement with Gaussian Mixture and Partial Ranking AAAI 2023
High-dimensional Asymptotics of Denoising Autoencoders NIPS 2023
Efficient Algorithms for Sparse Moment Problems without Separation COLT 2023
Universality laws for Gaussian mixtures in generalized linear models NIPS 2023
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training ICCV 2023
Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling AAAI 2023
Gaussian Mixture Solvers for Diffusion Models NIPS 2023
Beyond Parallel Pancakes: Quasi-Polynomial Time Guarantees for Non-Spherical Gaussian Mixtures COLT 2023
EM’s Convergence in Gaussian Latent Tree Models COLT 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression CVPR 2022
Convergence Rates for Gaussian Mixtures of Experts JMLR 2022
Weak Separation in Mixture Models and Implications for Principal Stratification AISTATS 2022