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probability density

31 papers

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Co-occurring keywords

density estimation (398) nonparametric estimation (98) kernel density estimation (80) diffusion model (3751) normalizing flow (354) fokker-planck equation (15) neural network (6616) probability density function (10) manifold learning (403) score matching (97)

Papers

Probability Density Geodesics in Image Diffusion Latent Space CVPR 2025
Probability-Density-aware Semi-supervised Learning AAAI 2025
A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions AAAI 2024
A Kernel Stein Test of Goodness of Fit for Sequential Models ICML 2023
Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution CVPR 2023
Quantitative Universal Approximation Bounds for Deep Belief Networks ICML 2023
GANs as Gradient Flows that Converge JMLR 2023
Canonical normalizing flows for manifold learning NIPS 2023
Density estimation on low-dimensional manifolds: an inflation-deflation approach JMLR 2023
Hiding Images in Deep Probabilistic Models NIPS 2022
Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows ICML 2022
Convergence for score-based generative modeling with polynomial complexity NIPS 2022
Generative Flows With Invertible Attentions CVPR 2022
Improving the Expressiveness of Neural Vocoding with Non-Affine Normalizing Flows INTERSPEECH 2021
The Base Measure Problem and its Solution AISTATS 2021
Large-Scale Wasserstein Gradient Flows NIPS 2021
Hierarchical nucleation in deep neural networks NIPS 2020
A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019
Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios JMLR 2018
Embedding Words as Distributions with a Bayesian Skip-gram Model COLING 2018
Deep Density Destructors ICML 2018
Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy CVPR 2017
Efficient Nonparametric Smoothness Estimation NIPS 2016
BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification CVPR 2013