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

Optimal Flow Matching: Learning Straight Trajectories in Just One Step NIPS 2024

Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024

DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NIPS 2024

Personalized Federated Learning via Feature Distribution Adaptation NIPS 2024

Motion Diversification Networks CVPR 2024

Gaussian Interpolation Flows JMLR 2024

ZeroShape: Regression-based Zero-shot Shape Reconstruction CVPR 2024

Equivariant Neural Diffusion for Molecule Generation NIPS 2024

Latent Space Editing in Transformer-Based Flow Matching AAAI 2024

Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NIPS 2024

Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers ICML 2023

Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023

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

Polynomial Implicit Neural Representations for Large Diverse Datasets CVPR 2023

Diverse and Expressive Speech Prosody Prediction with Denoising Diffusion Probabilistic Model INTERSPEECH 2023

Diffusion Schrödinger Bridge Matching NIPS 2023

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

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

Analyzing Diffusion as Serial Reproduction ICML 2023

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

Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions INTERSPEECH 2023