density estimation

Rates of convergence for density estimation with generative adversarial networks JMLR 2024 Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows IJCAI 2024 Scale-VAE: Preventing Posterior Collapse in Variational Autoencoder COLING 2024 Spatial properties of Bayesian unsupervised trees COLT 2024 Statistical-Computational Trade-offs for Density Estimation NeurIPS 2024 Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts ICLR 2024 Subtractive Mixture Models via Squaring: Representation and Learning ICLR 2024 Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation CVPR 2024 Unlocking the Power of Representations in Long-term Novelty-based Exploration ICLR 2024 Unsupervised Tree Boosting for Learning Probability Distributions JMLR 2024 Add and Thin: Diffusion for Temporal Point Processes NeurIPS 2023 A decoder suffices for query-adaptive variational inference UAI 2023 Adversarial Random Forests for Density Estimation and Generative Modeling AISTATS 2023 ARTree: A Deep Autoregressive Model for Phylogenetic Inference NeurIPS 2023 Asymmetric Student-Teacher Networks for Industrial Anomaly Detection WACV 2023 AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023 Characteristic Circuits NeurIPS 2023 Characteristic Neural Ordinary Differential Equation ICLR 2023 CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift NeurIPS 2023 Continuously Parameterized Mixture Models ICML 2023 Continuous Mixtures of Tractable Probabilistic Models AAAI 2023 Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning JMLR 2023 DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization AAAI 2023 Data Structures for Density Estimation ICML 2023 Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023