conftrace_

probabilistic model

476 papers

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Co-occurring keywords

probabilistic modeling (852) bayesian inference (1907) variational inference (2069) generative model (2892) latent variable model (564) unsupervised learning (3264) uncertainty quantification (1393) topic modeling (461) expectation maximization (255) latent variable (541)

Papers

Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings CVPR 2020
Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty NIPS 2020
Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020
Probabilistic Graphical Models with Neural Networks in InferPy PGM 2020
Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models ICML 2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds NIPS 2020
TellTail: Fast Scoring and Detection of Dense Subgraphs AAAI 2020
Contextual Explanation Networks JMLR 2020
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020
Neural Topographic Factor Analysis for fMRI Data NIPS 2020
Pyro: Deep Universal Probabilistic Programming JMLR 2019
Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery IJCNLP 2019
Deep Convolutional Sum-Product Networks AAAI 2019
X-DMM: Fast and Scalable Model Based Text Clustering AAAI 2019
A Generative Appearance Model for End-To-End Video Object Segmentation CVPR 2019
Dense Depth Posterior (DDP) From Single Image and Sparse Range CVPR 2019
Abstracting Causal Models AAAI 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation CVPR 2019
Evidence-based Trustworthiness ACL 2019
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization IJCAI 2019
Optimizing Sequences of Probabilistic Manipulation Skills Learned from Demonstration CORL 2019
Learning Diffusions without Timestamps AAAI 2019
Convolutional Poisson Gamma Belief Network ICML 2019