conftrace_

inference network

15 papers

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Co-occurring keywords

neural network (6616) energy-based model (251) variational inference (2069) structured prediction (396) sequence labeling (824) autoregressive model (456) named entity recognition (2813) nonlinear factor analysis (1) sparse high-dimensional datum (1) importance weighted autoencoder (6)

Papers

Adversarial robustness of amortized Bayesian inference ICML 2023
Implicit Training of Inference Network Models for Structured Prediction UAI 2023
Fitting Autoregressive Graph Generative Models through Maximum Likelihood Estimation JMLR 2023
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ACL 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020
Adversarial Localized Energy Network for Structured Prediction AAAI 2020
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks EMNLP 2020
Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019
Scalable Training of Inference Networks for Gaussian-Process Models ICML 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction NAACL 2019
On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018
Tighter Variational Bounds are Not Necessarily Better ICML 2018
Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018
Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016
Neural Variational Inference and Learning in Belief Networks ICML 2014