conftrace_

probabilistic model

476 papers

Explore in graph

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

Pyro: Deep Universal Probabilistic Programming JMLR 2019
Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations NIPS 2019
Probabilistic Semantic Inpainting with Pixel Constrained CNNs AISTATS 2019
Deep Convolutional Sum-Product Networks AAAI 2019
Learning Conditional Deformable Templates with Convolutional Networks NIPS 2019
Optimizing Sequences of Probabilistic Manipulation Skills Learned from Demonstration CORL 2019
Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL 2019
Convolutional Poisson Gamma Belief Network ICML 2019
Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery EMNLP 2019
Evidence-based Trustworthiness ACL 2019
Look Ma, No Latent Variables: Accurate Cutset Networks via Compilation ICML 2019
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019
Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function INTERSPEECH 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models ICCV 2019
Bayesian Fairness AAAI 2019
Uncovering Probabilistic Implications in Typological Knowledge Bases ACL 2019
PRECOG: PREdiction Conditioned on Goals in Visual Multi-Agent Settings ICCV 2019
Towards Hardware-Aware Tractable Learning of Probabilistic Models NIPS 2019
Dirichlet Simplex Nest and Geometric Inference ICML 2019
A Generative Appearance Model for End-To-End Video Object Segmentation CVPR 2019
LaserNet: An Efficient Probabilistic 3D Object Detector for Autonomous Driving CVPR 2019
ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness CVPR 2019
Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes CVPR 2019
Adaptive Planning with Evidence Based Prediction for Improved Fluency in Routine Human-Robot Collaborative Tasks AAAI 2019
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization IJCAI 2019