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Collections including paper arxiv:2312.06662

Applied Machine Learning Papers

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

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 21
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 18

Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution

Paper • 2307.06304 • Published Jul 12, 2023 • 35

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 • 5
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Paper • 2312.06640 • Published Dec 11, 2023 • 49
LivePhoto: Real Image Animation with Text-guided Motion Control

Paper • 2312.02928 • Published Dec 5, 2023 • 18
Lumiere: A Space-Time Diffusion Model for Video Generation

Paper • 2401.12945 • Published Jan 23, 2024 • 86
Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24

paper to review

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence

Paper • 2312.02087 • Published Dec 4, 2023 • 22
FaceStudio: Put Your Face Everywhere in Seconds

Paper • 2312.02663 • Published Dec 5, 2023 • 32
Orthogonal Adaptation for Modular Customization of Diffusion Models

Paper • 2312.02432 • Published Dec 5, 2023 • 14
ReconFusion: 3D Reconstruction with Diffusion Priors

Paper • 2312.02981 • Published Dec 5, 2023 • 10

Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24

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

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3, 2024 • 31
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 28
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity

Paper • 2401.00604 • Published Dec 31, 2023 • 6
LARP: Language-Agent Role Play for Open-World Games

Paper • 2312.17653 • Published Dec 24, 2023 • 33

video generation

Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation

Paper • 2312.04483 • Published Dec 7, 2023 • 7
AnimateZero: Video Diffusion Models are Zero-Shot Image Animators

Paper • 2312.03793 • Published Dec 6, 2023 • 18
Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24
PEEKABOO: Interactive Video Generation via Masked-Diffusion

Paper • 2312.07509 • Published Dec 12, 2023 • 11

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

Paper • 2306.07967 • Published Jun 13, 2023 • 26
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 • 75
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 34

Applied Machine Learning Papers

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

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 21
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 18

Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24

Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution

Paper • 2307.06304 • Published Jul 12, 2023 • 35

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

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 • 5
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3, 2024 • 31
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 28
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity

Paper • 2401.00604 • Published Dec 31, 2023 • 6
LARP: Language-Agent Role Play for Open-World Games

Paper • 2312.17653 • Published Dec 24, 2023 • 33

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Paper • 2312.06640 • Published Dec 11, 2023 • 49
LivePhoto: Real Image Animation with Text-guided Motion Control

Paper • 2312.02928 • Published Dec 5, 2023 • 18
Lumiere: A Space-Time Diffusion Model for Video Generation

Paper • 2401.12945 • Published Jan 23, 2024 • 86
Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24

video generation

Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation

Paper • 2312.04483 • Published Dec 7, 2023 • 7
AnimateZero: Video Diffusion Models are Zero-Shot Image Animators

Paper • 2312.03793 • Published Dec 6, 2023 • 18
Photorealistic Video Generation with Diffusion Models

Paper • 2312.06662 • Published Dec 11, 2023 • 24
PEEKABOO: Interactive Video Generation via Masked-Diffusion

Paper • 2312.07509 • Published Dec 12, 2023 • 11

paper to review

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence

Paper • 2312.02087 • Published Dec 4, 2023 • 22
FaceStudio: Put Your Face Everywhere in Seconds

Paper • 2312.02663 • Published Dec 5, 2023 • 32
Orthogonal Adaptation for Modular Customization of Diffusion Models

Paper • 2312.02432 • Published Dec 5, 2023 • 14
ReconFusion: 3D Reconstruction with Diffusion Priors

Paper • 2312.02981 • Published Dec 5, 2023 • 10

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

Paper • 2306.07967 • Published Jun 13, 2023 • 26
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 • 75
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 34

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