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Collections including paper arxiv:2112.10752

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 • 13
Step-by-Step Diffusion: An Elementary Tutorial

Paper • 2406.08929 • Published Jun 13 • 2
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 3
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 3

Core ML Stable Diffusion

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

Updated Jul 29, 2023 • 116 • 19
apple/coreml-stable-diffusion-xl-base

Text-to-Image • Updated Jul 27, 2023 • 57 • 66
apple/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated May 1, 2023 • 99 • 44
pcuenq/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated Dec 29, 2022 • 114 • 3

Diffusers readings

SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Paper • 2108.01073 • Published Aug 2, 2021 • 7
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 11
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 • 42
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 • 16
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 11

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 • 2
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

Sora Reference Papers

A collection of all papers referenced in OpenAI's "Video generation models as world simulators" technical report • openai.com/sora

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 • 2
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

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

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Paper • 2307.01952 • Published Jul 4, 2023 • 82
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Paper • 2211.01324 • Published Nov 2, 2022 • 3
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Paper • 2108.01073 • Published Aug 2, 2021 • 7
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 11

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Paper • 2309.03883 • Published Sep 7, 2023 • 33
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 30
Agents: An Open-source Framework for Autonomous Language Agents

Paper • 2309.07870 • Published Sep 14, 2023 • 41
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 47

Core ML Diffusers 🧨

Some diffusion models ported to Core ML that work with apple/ml-stable-diffusion and huggingface/swift-coreml-diffusers.

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

Updated Jul 29, 2023 • 116 • 19
apple/coreml-stable-diffusion-xl-base

Text-to-Image • Updated Jul 27, 2023 • 57 • 66
apple/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated May 1, 2023 • 99 • 44
pcuenq/coreml-stable-diffusion-2-1-base

Text-to-Image • Updated Dec 29, 2022 • 114 • 3

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