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Probabilistic Modeling

363 directly classified papers

Papers per year

Papers

A Discriminative Technique for Multiple-Source Adaptation ICML 2021
Light RUMs ICML 2021
Acoustic Event Detection with Classifier Chains INTERSPEECH 2021
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models EMNLP 2021
Analysing Human Strategies of Information Transmission as a Function of Discourse Context EMNLP 2021
It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions NIPS 2021
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image ICCV 2021
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression CVPR 2021
Implicit Generative Copulas NIPS 2021
Robustness Computation of Dynamic Controllability in Probabilistic Temporal Networks with Ordinary Distributions IJCAI 2020
On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach JMLR 2020
Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks PGM 2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Co-Occurrence Estimation from Aggregated Data with Auxiliary Information AAAI 2020
On Relativistic f-Divergences ICML 2020
ACFlow: Flow Models for Arbitrary Conditional Likelihoods ICML 2020
Spread Divergence ICML 2020
Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations AAAI 2020
Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020
Source Separation with Deep Generative Priors ICML 2020
Structured Output Learning with Conditional Generative Flows AAAI 2020
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020
Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020
Self-Attentive Hawkes Process ICML 2020