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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Optimal Transport-Guided Conditional Score-Based Diffusion Model NIPS 2023
Uncertainty Quantification via Neural Posterior Principal Components NIPS 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics NIPS 2023
Conditional Score Guidance for Text-Driven Image-to-Image Translation NIPS 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation NIPS 2023
AbDiffuser: full-atom generation of in-vitro functioning antibodies NIPS 2023
Adaptive Online Replanning with Diffusion Models NIPS 2023
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion NIPS 2023
Synthetic Experience Replay NIPS 2023
Normalizing flow neural networks by JKO scheme NIPS 2023
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection NIPS 2023
On Calibrating Diffusion Probabilistic Models NIPS 2023
Extracting Reward Functions from Diffusion Models NIPS 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models NIPS 2023
Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation NIPS 2023
SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting AAAI 2023
Formulating Discrete Probability Flow Through Optimal Transport NIPS 2023
Inserting Anybody in Diffusion Models via Celeb Basis NIPS 2023
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis NIPS 2023
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback NIPS 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection NIPS 2023
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers NIPS 2023
Autodecoding Latent 3D Diffusion Models NIPS 2023
Spontaneous symmetry breaking in generative diffusion models NIPS 2023
Knowledge Diffusion for Distillation NIPS 2023