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Collections including paper arxiv:2212.09748

Diffusion Models

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 44
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 • 17
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 17

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 24
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17

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 • 6
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Paper • 2312.12491 • Published Dec 19, 2023 • 75
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs

Paper • 2401.11708 • Published Jan 22, 2024 • 30
Training-Free Consistent Text-to-Image Generation

Paper • 2402.03286 • Published Feb 5, 2024 • 67
PALP: Prompt Aligned Personalization of Text-to-Image Models

Paper • 2401.06105 • Published Jan 11, 2024 • 49

ICCV 2023 Demos

Demos for ICCV 2023 papers

Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 60
Build error

Agents

1.19k

ControlNet V1.1

📉

1.19k

Generate edited images using edge, pose, and other guides
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators

Paper • 2303.13439 • Published Mar 23, 2023 • 6
Runtime error

Agents

381

Text2Video-Zero

🚀

381

Foundation AI Papers

Curated List of Must-Reads on LLM reasoning at Temus AI team

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 111
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

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 • 6
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions

Paper • 2312.08578 • Published Dec 14, 2023 • 18
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks

Paper • 2312.08583 • Published Dec 14, 2023 • 9
Vision-Language Models as a Source of Rewards

Paper • 2312.09187 • Published Dec 14, 2023 • 12
StemGen: A music generation model that listens

Paper • 2312.08723 • Published Dec 14, 2023 • 48

Generative Multiple Modality

Random Field Augmentations for Self-Supervised Representation Learning

Paper • 2311.03629 • Published Nov 7, 2023 • 8
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Paper • 2311.04589 • Published Nov 8, 2023 • 19
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Paper • 2311.04901 • Published Nov 8, 2023 • 8
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 27

Image / Video Gen

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

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, 2024 • 2
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 9
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

Diffusion Models

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 44
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 • 17
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 17

Foundation AI Papers

Curated List of Must-Reads on LLM reasoning at Temus AI team

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 111
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 24
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17

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 • 6
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 • 6
Generating Videos with Scene Dynamics

Paper • 1609.02612 • Published Sep 8, 2016 • 1

A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions

Paper • 2312.08578 • Published Dec 14, 2023 • 18
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks

Paper • 2312.08583 • Published Dec 14, 2023 • 9
Vision-Language Models as a Source of Rewards

Paper • 2312.09187 • Published Dec 14, 2023 • 12
StemGen: A music generation model that listens

Paper • 2312.08723 • Published Dec 14, 2023 • 48

StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Paper • 2312.12491 • Published Dec 19, 2023 • 75
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs

Paper • 2401.11708 • Published Jan 22, 2024 • 30
Training-Free Consistent Text-to-Image Generation

Paper • 2402.03286 • Published Feb 5, 2024 • 67
PALP: Prompt Aligned Personalization of Text-to-Image Models

Paper • 2401.06105 • Published Jan 11, 2024 • 49

Generative Multiple Modality

Random Field Augmentations for Self-Supervised Representation Learning

Paper • 2311.03629 • Published Nov 7, 2023 • 8
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Paper • 2311.04589 • Published Nov 8, 2023 • 19
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Paper • 2311.04901 • Published Nov 8, 2023 • 8
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 27

ICCV 2023 Demos

Demos for ICCV 2023 papers

Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 60
Build error

Agents

1.19k

ControlNet V1.1

📉

1.19k

Generate edited images using edge, pose, and other guides
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators

Paper • 2303.13439 • Published Mar 23, 2023 • 6
Runtime error

Agents

381

Text2Video-Zero

🚀

381

Image / Video Gen

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

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, 2024 • 2
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 9
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

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