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Collections including paper arxiv:2403.12015

Optimizing diffusion models

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.

Progressive Distillation for Fast Sampling of Diffusion Models

Paper • 2202.00512 • Published Feb 1, 2022 • 1
On Distillation of Guided Diffusion Models

Paper • 2210.03142 • Published Oct 6, 2022
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 8

Techniques to speed up diffusion models

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68
Accelerating Convergence of Score-Based Diffusion Models, Provably

Paper • 2403.03852 • Published Mar 6, 2024 • 1
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator

Paper • 2405.07510 • Published May 13, 2024 • 2

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 46
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

Paper • 2403.05438 • Published Mar 8, 2024 • 22
MoAI: Mixture of All Intelligence for Large Language and Vision Models

Paper • 2403.07508 • Published Mar 12, 2024 • 77
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 43

Edge Diffusion Models

EdgeFusion: On-Device Text-to-Image Generation

Paper • 2404.11925 • Published Apr 18, 2024 • 23
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model

Paper • 2404.19759 • Published Apr 30, 2024 • 28

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation

Paper • 2403.16990 • Published Mar 25, 2024 • 26
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25, 2024 • 21
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models

Paper • 2403.17005 • Published Mar 25, 2024 • 13

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models

Paper • 2403.01807 • Published Mar 4, 2024 • 9
TripoSR: Fast 3D Object Reconstruction from a Single Image

Paper • 2403.02151 • Published Mar 4, 2024 • 15
OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

Paper • 2403.01779 • Published Mar 4, 2024 • 31
MagicClay: Sculpting Meshes With Generative Neural Fields

Paper • 2403.02460 • Published Mar 4, 2024 • 8

Optimizing diffusion models

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.

Progressive Distillation for Fast Sampling of Diffusion Models

Paper • 2202.00512 • Published Feb 1, 2022 • 1
On Distillation of Guided Diffusion Models

Paper • 2210.03142 • Published Oct 6, 2022
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 8

Edge Diffusion Models

EdgeFusion: On-Device Text-to-Image Generation

Paper • 2404.11925 • Published Apr 18, 2024 • 23
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

Techniques to speed up diffusion models

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68
Accelerating Convergence of Score-Based Diffusion Models, Provably

Paper • 2403.03852 • Published Mar 6, 2024 • 1
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator

Paper • 2405.07510 • Published May 13, 2024 • 2

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model

Paper • 2404.19759 • Published Apr 30, 2024 • 28

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation

Paper • 2403.16990 • Published Mar 25, 2024 • 26
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25, 2024 • 21
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models

Paper • 2403.17005 • Published Mar 25, 2024 • 13

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 68

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 46
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

Paper • 2403.05438 • Published Mar 8, 2024 • 22
MoAI: Mixture of All Intelligence for Large Language and Vision Models

Paper • 2403.07508 • Published Mar 12, 2024 • 77
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 43

ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models

Paper • 2403.01807 • Published Mar 4, 2024 • 9
TripoSR: Fast 3D Object Reconstruction from a Single Image

Paper • 2403.02151 • Published Mar 4, 2024 • 15
OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

Paper • 2403.01779 • Published Mar 4, 2024 • 31
MagicClay: Sculpting Meshes With Generative Neural Fields

Paper • 2403.02460 • Published Mar 4, 2024 • 8

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