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

Q-Flow: Generative Modeling for Differential Equations of Open Quantum Dynamics with Normalizing Flows ICML 2023

Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows ICML 2023

Adversarial Random Forests for Density Estimation and Generative Modeling AISTATS 2023

Erratum to: 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation AAAI 2023

OCTET: Object-Aware Counterfactual Explanations CVPR 2023

Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling NIPS 2023

OBJECT 3DIT: Language-guided 3D-aware Image Editing NIPS 2023

Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models NIPS 2023

Flow Matching for Scalable Simulation-Based Inference NIPS 2023

Data-Centric Learning from Unlabeled Graphs with Diffusion Model NIPS 2023

Beta Diffusion NIPS 2023

Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent NIPS 2023

Generative Category-level Object Pose Estimation via Diffusion Models NIPS 2023

SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics NIPS 2023

Formulating Discrete Probability Flow Through Optimal Transport NIPS 2023

Diffusion Schrödinger Bridge Matching NIPS 2023

Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction UAI 2023

The Schrödinger Bridge between Gaussian Measures has a Closed Form AISTATS 2023

T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization NIPS 2023

Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data NIPS 2023

CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection WACV 2023

A Universal Discriminator for Zero-Shot Generalization ACL 2023

Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling JMLR 2023

Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks ICML 2023

Analyzing Diffusion as Serial Reproduction ICML 2023