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Collections including paper arxiv:2309.06380

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

One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

Paper • 2306.07967 • Published Jun 13, 2023 • 24
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 113
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 73
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

sd 推理优化

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32

Advanced and Recent Papers

Advanced and recent papers about deep learning. Please send your recommend paper to email: [email protected]

AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models

Paper • 2309.16414 • Published Sep 28, 2023 • 19
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model

Paper • 2309.13018 • Published Sep 22, 2023 • 9
Robust Speech Recognition via Large-Scale Weak Supervision

Paper • 2212.04356 • Published Dec 6, 2022 • 23
Language models in molecular discovery

Paper • 2309.16235 • Published Sep 28, 2023 • 10

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 64
Imagic: Text-Based Real Image Editing with Diffusion Models

Paper • 2210.09276 • Published Oct 17, 2022
On Architectural Compression of Text-to-Image Diffusion Models

Paper • 2305.15798 • Published May 25, 2023 • 4
Wuerstchen: Efficient Pretraining of Text-to-Image Models

Paper • 2306.00637 • Published Jun 1, 2023 • 12

text-to-image-model

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models

Paper • 2309.06933 • Published Sep 13, 2023 • 12
MagiCapture: High-Resolution Multi-Concept Portrait Customization

Paper • 2309.06895 • Published Sep 13, 2023 • 27

OmnimatteRF: Robust Omnimatte with 3D Background Modeling

Paper • 2309.07749 • Published Sep 14, 2023 • 7
AudioSR: Versatile Audio Super-resolution at Scale

Paper • 2309.07314 • Published Sep 13, 2023 • 25
Generative Image Dynamics

Paper • 2309.07906 • Published Sep 14, 2023 • 52
MagiCapture: High-Resolution Multi-Concept Portrait Customization

Paper • 2309.06895 • Published Sep 13, 2023 • 27

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
ImageBind-LLM: Multi-modality Instruction Tuning

Paper • 2309.03905 • Published Sep 7, 2023 • 16
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models

Paper • 2309.06933 • Published Sep 13, 2023 • 12

Image Generation

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
Generative Image Dynamics

Paper • 2309.07906 • Published Sep 14, 2023 • 52
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation

Paper • 2309.15818 • Published Sep 27, 2023 • 19

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32

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