conftrace_

energy-based model

251 papers

Explore in graph

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

Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities ICML 2022
Surprise Minimizing Multi-Agent Learning with Energy-based Models NIPS 2022
Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modelling ICML 2022
Density Ratio Estimation via Infinitesimal Classification AISTATS 2022
Generative Flow Networks for Discrete Probabilistic Modeling ICML 2022
LSB: Local Self-Balancing MCMC in Discrete Spaces ICML 2022
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects AISTATS 2022
End-to-end Stochastic Optimization with Energy-based Model NIPS 2022
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model EMNLP 2022
DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis CVPR 2022
Improving abstractive summarization with energy-based re-ranking EMNLP 2022
Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models ACL 2022
Bi-Level Doubly Variational Learning for Energy-Based Latent Variable Models CVPR 2022
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences NIPS 2022
Energy-Based Latent Aligner for Incremental Learning CVPR 2022
Learning Proposals for Practical Energy-Based Regression AISTATS 2022
Unknown-Aware Object Detection: Learning What You Don't Know From Videos in the Wild CVPR 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models NIPS 2022
Learning Neural Set Functions Under the Optimal Subset Oracle NIPS 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics NIPS 2022
Learning Energy Networks with Generalized Fenchel-Young Losses NIPS 2022
Structured Multi-task Learning for Molecular Property Prediction AISTATS 2022
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM NIPS 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022