conftrace_

energy-based model

251 papers

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Also known as

EBMS EBM

Co-occurring keywords

generative model (2892) markov chain monte carlo (725) variational inference (2069) out-of-distribution detection (617) diffusion model (3751) neural network (6616) latent space (854) langevin dynamics (128) image generation (2073) maximum likelihood (255)

Papers

Neural Empirical Bayes JMLR 2019
Model-Based Planning with Energy-Based Models CORL 2019
Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model NIPS 2019
FRAME Revisited: An Interpretation View Based on Particle Evolution AAAI 2019
Autoregressive Energy Machines ICML 2019
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model CVPR 2019
Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR 2018
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018
Reconstruct & Crush Network NIPS 2017
CAB: An Energy-Based Speaker Clustering Model for Rapid Adaptation in Non-Parallel Voice Conversion INTERSPEECH 2017
Reinforcement Learning with Deep Energy-Based Policies ICML 2017
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition CVPR 2017
Combinatorial Energy Learning for Image Segmentation NIPS 2016
A Theory of Generative ConvNet ICML 2016
Structured Prediction Energy Networks ICML 2016
Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy NIPS 2015
Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models ACML 2015
Restricted Boltzmann machines modeling human choice NIPS 2014
Training Energy-Based Models for Time-Series Imputation JMLR 2013
Structured Learning via Logistic Regression NIPS 2013
Generic Methods for Optimization-Based Modeling AISTATS 2012
Randomized Optimum Models for Structured Prediction AISTATS 2012
Nieme: Large-Scale Energy-Based Models JMLR 2009
Synergistic Face Detection and Pose Estimation with Energy-Based Models JMLR 2007
Efficient Learning of Sparse Representations with an Energy-Based Model NIPS 2006