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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

KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare AAAI 2026
Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026
GenMatLab: A Generative Platform for Inverse Materials Design AAAI 2026
Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics AAAI 2026
GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025
A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods AAAI 2025
Task-driven Layerwise Additive Activation Intervention NAACL 2025
Improving Rectified Flow with Boundary Conditions ICCV 2025
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests AAAI 2025
Toward Causal Generative Modeling: From Representation to Generation AAAI 2025
InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation CVPR 2025
Disentangled Motion Modeling for Video Frame Interpolation AAAI 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025
Exponential-Family Harmoniums with Neural Sufficient Statistics AAAI 2025
Autoencoders in Function Space JMLR 2025
GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning CVPR 2025
Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024
ZeroShape: Regression-based Zero-shot Shape Reconstruction CVPR 2024
Towards More Unified In-context Visual Understanding CVPR 2024
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NIPS 2024
Motion Diversification Networks CVPR 2024
A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions AAAI 2024
Learning the Infinitesimal Generator of Stochastic Diffusion Processes NIPS 2024
Personalized Federated Learning via Feature Distribution Adaptation NIPS 2024