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Collections including paper arxiv:2112.10752

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Paper • 2211.01324 • Published Nov 2, 2022 • 3
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Paper • 2307.01952 • Published Jul 4, 2023 • 90
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Paper • 2108.01073 • Published Aug 2, 2021 • 8
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16 • 27

Diffusion Models Fundamental Papers (Read First)

Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 57
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Paper • 2308.06721 • Published Aug 13, 2023 • 33
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14

Core ML Stable Diffusion

apple/coreml-stable-diffusion-mixed-bit-palettization

Updated Jul 29, 2023 • 62 • 26
apple/coreml-stable-diffusion-xl-base

Text-to-Image • Updated Jul 27, 2023 • 51 • 68
apple/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated May 1, 2023 • 239 • 51
pcuenq/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated Dec 29, 2022 • 95 • 3

Diffusion Models

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 45
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation

Paper • 2303.00848 • Published Mar 1, 2023
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 18
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14

High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14
FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 65

High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink

Paper • 2204.05149 • Published Apr 11, 2022 • 10

Collection of papers that I find important for diffusion models

Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 18
Step-by-Step Diffusion: An Elementary Tutorial

Paper • 2406.08929 • Published Jun 13, 2024 • 4
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 6
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

Diffusers readings

SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Paper • 2108.01073 • Published Aug 2, 2021 • 8
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14
Customization Assistant for Text-to-image Generation

Paper • 2312.03045 • Published Dec 5, 2023

Sora参考论文

OpenAI "Video generation models as world simulators"技术报告后面的参考论文，总共32篇。OpenAI的ImageGPT和Dalle3这两篇缺失，链接已补充到note中。

Unsupervised Learning of Video Representations using LSTMs

Paper • 1502.04681 • Published Feb 16, 2015 • 1
Recurrent Environment Simulators

Paper • 1704.02254 • Published Apr 7, 2017 • 2
World Models

Paper • 1803.10122 • Published Mar 27, 2018 • 5
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Paper • 2211.01324 • Published Nov 2, 2022 • 3
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Paper • 2307.01952 • Published Jul 4, 2023 • 90
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Paper • 2108.01073 • Published Aug 2, 2021 • 8
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14

High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14
FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 65

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16 • 27

High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink

Paper • 2204.05149 • Published Apr 11, 2022 • 10

Diffusion Models Fundamental Papers (Read First)

Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 57
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Paper • 2308.06721 • Published Aug 13, 2023 • 33
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14

Collection of papers that I find important for diffusion models

Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 18
Step-by-Step Diffusion: An Elementary Tutorial

Paper • 2406.08929 • Published Jun 13, 2024 • 4
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 6
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

Core ML Stable Diffusion

apple/coreml-stable-diffusion-mixed-bit-palettization

Updated Jul 29, 2023 • 62 • 26
apple/coreml-stable-diffusion-xl-base

Text-to-Image • Updated Jul 27, 2023 • 51 • 68
apple/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated May 1, 2023 • 239 • 51
pcuenq/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated Dec 29, 2022 • 95 • 3

Diffusers readings

SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Paper • 2108.01073 • Published Aug 2, 2021 • 8
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14
Customization Assistant for Text-to-image Generation

Paper • 2312.03045 • Published Dec 5, 2023

Diffusion Models

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 45
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation

Paper • 2303.00848 • Published Mar 1, 2023
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 18
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 14

Sora参考论文

OpenAI "Video generation models as world simulators"技术报告后面的参考论文，总共32篇。OpenAI的ImageGPT和Dalle3这两篇缺失，链接已补充到note中。

Unsupervised Learning of Video Representations using LSTMs

Paper • 1502.04681 • Published Feb 16, 2015 • 1
Recurrent Environment Simulators

Paper • 1704.02254 • Published Apr 7, 2017 • 2
World Models

Paper • 1803.10122 • Published Mar 27, 2018 • 5
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

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