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kl divergence

195 papers

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Also known as

KULLBACK-LEIBLER KL

Co-occurring keywords

variational inference (2069) bayesian inference (1904) kullback-leibler divergence (179) language model (4573) variational autoencoder (1282) knowledge distillation (3680) large language model (12755) reinforcement learning (4122) markov chain monte carlo (724) mutual information (717)

Papers

Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation IJCAI 2021
Adaptive Sampling for Best Policy Identification in Markov Decision Processes ICML 2021
Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
Decentralized Langevin Dynamics for Bayesian Learning NIPS 2020
Posterior Re-calibration for Imbalanced Datasets NIPS 2020
Semi-Supervised Learning for Video Captioning EMNLP 2020
Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020
Policy Search by Target Distribution Learning for Continuous Control AAAI 2020
Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev NIPS 2020
All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference ICML 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering CVPR 2020
ControlVAE: Controllable Variational Autoencoder ICML 2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away ACL 2020
Variational Bayesian Unlearning NIPS 2020
What went wrong and when? Instance-wise feature importance for time-series black-box models NIPS 2020
A Non-Asymptotic Analysis for Stein Variational Gradient Descent NIPS 2020
Munchausen Reinforcement Learning NIPS 2020
Rates of Convergence for Sparse Variational Gaussian Process Regression ICML 2019
A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation EMNLP 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices NIPS 2019
Latent Variable Model for Multi-modal Translation ACL 2019
Probability Distillation: A Caveat and Alternatives UAI 2019