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Collections including paper arxiv:2403.16627

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 • 5

aigc acceleration

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20
Phased Consistency Model

Paper • 2405.18407 • Published May 28 • 46
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21 • 27
Imp: Highly Capable Large Multimodal Models for Mobile Devices

Paper • 2405.12107 • Published May 20 • 24

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing

Paper • 2404.05717 • Published Apr 8 • 24
ByteEdit: Boost, Comply and Accelerate Generative Image Editing

Paper • 2404.04860 • Published Apr 7 • 24
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention

Paper • 2312.03556 • Published Dec 6, 2023 • 1

Fast Sampling Generation

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Paper • 2310.04378 • Published Oct 6, 2023 • 19
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 79
Adversarial Diffusion Distillation

Paper • 2311.17042 • Published Nov 28, 2023 • 2
One-step Diffusion with Distribution Matching Distillation

Paper • 2311.18828 • Published Nov 30, 2023 • 3

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20

Models - Image - Streaming

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20

Papers - Encoders - VAE

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20

Explorative Inbetweening of Time and Space

Paper • 2403.14611 • Published Mar 21 • 11
MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies

Paper • 2403.01422 • Published Mar 3 • 26
DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation

Paper • 2402.11929 • Published Feb 19 • 9
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text

Paper • 2403.14773 • Published Mar 21 • 9

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18 • 62
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation

Paper • 2403.16990 • Published Mar 25 • 24
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Paper • 2403.16627 • Published Mar 25 • 20
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models

Paper • 2403.17005 • Published Mar 25 • 13

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