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

ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022
Contrastive latent variable models for neural text generation UAI 2022
Information-Theoretic GAN Compression with Variational Energy-based Model NIPS 2022
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model NIPS 2022
LEO: Learning Energy-based Models in Factor Graph Optimization CORL 2021
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models ACL 2021
Adversarial Purification with Score-based Generative Models ICML 2021
JEM++: Improved Techniques for Training JEM ICCV 2021
Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler AAAI 2021
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models EACL 2021
Patchwise Generative ConvNet: Training Energy-Based Models From a Single Natural Image for Internal Learning CVPR 2021
Learning Triadic Belief Dynamics in Nonverbal Communication From Videos CVPR 2021
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021
Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021
Residual Energy-Based Models for Text JMLR 2021
LocalGAN: Modeling Local Distributions for Adversarial Response Generation JMLR 2021
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling NIPS 2021
Limitations of Autoregressive Models and Their Alternatives NAACL 2021
Overcoming Catastrophic Forgetting by Bayesian Generative Regularization ICML 2021
Unpaired Image-to-Image Translation via Latent Energy Transport CVPR 2021
Bounds all around: training energy-based models with bidirectional bounds NIPS 2021
Domain Impression: A Source Data Free Domain Adaptation Method WACV 2021
Conjugate Energy-Based Models ICML 2021
Oops I Took A Gradient: Scalable Sampling for Discrete Distributions ICML 2021
Autoencoding Under Normalization Constraints ICML 2021