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generative modeling

148 papers

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Also known as

IGM

Co-occurring keywords

generative model (2889) diffusion model (3720) optimal transport (945) image generation (2069) normalizing flow (354) variational inference (2069) variational autoencoder (1282) neural network (6616) density estimation (397) energy-based model (248)

Papers

Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain INTERSPEECH 2022
Sparse Probabilistic Circuits via Pruning and Growing NIPS 2022
Moser Flow: Divergence-based Generative Modeling on Manifolds NIPS 2021
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021
Optimal Transport for Deep Generative Models: State of the Art and Research Challenges IJCAI 2021
Injecting Entity Types into Entity-Guided Text Generation EMNLP 2021
Representational aspects of depth and conditioning in normalizing flows ICML 2021
On Energy-Based Models with Overparametrized Shallow Neural Networks ICML 2021
Imitation by Predicting Observations ICML 2021
Point-Set Distances for Learning Representations of 3D Point Clouds ICCV 2021
Diffusion Normalizing Flow NIPS 2021
Compositional Transformers for Scene Generation NIPS 2021
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections NIPS 2021
OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport AAAI 2021
General Purpose MRF Learning with Neural Network Potentials IJCAI 2020
Knowledge-Based Regularization in Generative Modeling IJCAI 2020
Semi-Supervised Learning with Normalizing Flows ICML 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction CVPR 2020
DisARM: An Antithetic Gradient Estimator for Binary Latent Variables NIPS 2020
Learning VAE-LDA Models with Rounded Reparameterization Trick EMNLP 2020
ACFlow: Flow Models for Arbitrary Conditional Likelihoods ICML 2020
Gradient Boosted Normalizing Flows NIPS 2020
Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance NIPS 2020
Weakly-Supervised Action Localization by Generative Attention Modeling CVPR 2020
Leveraging 2D Data to Learn Textured 3D Mesh Generation CVPR 2020