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Collections including paper arxiv:2006.11239

Image / Video Gen

Image Generation Using Diffusion-Based Methods: Tips and Techniques for Stable Diffusion

about 23 hours ago

Understanding Diffusion Models: A Unified Perspective

Paper • 2208.11970 • Published Aug 25, 2022
Tutorial on Diffusion Models for Imaging and Vision

Paper • 2403.18103 • Published Mar 26 • 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

Score Based Model

Score Based Model Paper Collections

Improved Denoising Diffusion Probabilistic Models

Paper • 2102.09672 • Published Feb 18, 2021 • 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
Diffusion Models Beat GANs on Image Synthesis

Paper • 2105.05233 • Published May 11, 2021 • 2

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

Image synthesis papers

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Paper • 2403.03206 • Published Mar 5 • 57
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 3
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Paper • 2307.01952 • Published Jul 4, 2023 • 82

Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 3

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

about 21 hours ago

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 16
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 12
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 11
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 7

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

SD Pipeline Papers

U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 7
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 3
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 11
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 3

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