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Variational Inference

1946 directly classified papers

Papers per year

Papers

Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Mutual Information Neural Estimation ICML 2018
Disentangling by Factorising ICML 2018
A Variational U-Net for Conditional Appearance and Shape Generation CVPR 2018
Tighter Variational Bounds are Not Necessarily Better ICML 2018
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018
A Hierarchical Latent Structure for Variational Conversation Modeling NAACL 2018
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study INTERSPEECH 2018
Monoaural Audio Source Separation Using Variational Autoencoders INTERSPEECH 2018
Encoding Individual Acoustic Features Using Dyad-Augmented Deep Variational Representations for Dialog-level Emotion Recognition INTERSPEECH 2018
Mining Multimodal Repositories for Speech Affecting Diseases INTERSPEECH 2018
Scalable Factorized Hierarchical Variational Autoencoder Training INTERSPEECH 2018
Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis INTERSPEECH 2018
Lightweight Probabilistic Deep Networks CVPR 2018
Proximity Variational Inference AISTATS 2018
Neural Latent Extractive Document Summarization EMNLP 2018
Hierarchical CVAE for Fine-Grained Hate Speech Classification EMNLP 2018
Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training EMNLP 2018
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity EMNLP 2018
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision EMNLP 2018
FlipDial: A Generative Model for Two-Way Visual Dialogue CVPR 2018
Commonsense Justification for Action Explanation EMNLP 2018
Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018