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Diffusion Models

4,421 papers

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Papers

Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise NIPS 2023
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths NIPS 2023
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger NIPS 2023
One-Step Diffusion Distillation via Deep Equilibrium Models NIPS 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent NIPS 2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models NIPS 2023
Rethinking Conditional Diffusion Sampling with Progressive Guidance NIPS 2023
Mirror Diffusion Models for Constrained and Watermarked Generation NIPS 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NIPS 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels NIPS 2023
Adaptive Online Replanning with Diffusion Models NIPS 2023
GlyphControl: Glyph Conditional Control for Visual Text Generation NIPS 2023
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models NIPS 2023
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting NIPS 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence 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 Hyperfeatures: Searching Through Time and Space for Semantic Correspondence NIPS 2023
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models NIPS 2023
Understanding and Mitigating Copying in Diffusion Models NIPS 2023
DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing NIPS 2023
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections NIPS 2023
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior NIPS 2023
Temporal Dynamic Quantization for Diffusion Models NIPS 2023