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Collections including paper arxiv:2312.02696

Diffusion Principle

Generative Modeling by Estimating Gradients of the Data Distribution

Paper • 1907.05600 • Published Jul 12, 2019
Score-Based Generative Modeling through Stochastic Differential Equations

Paper • 2011.13456 • Published Nov 26, 2020 • 2
Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 18
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Paper • 2209.03003 • Published Sep 7, 2022 • 2

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34

Diffusion models

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline

Paper • 2311.13073 • Published Nov 22, 2023 • 58
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture

Paper • 2311.10123 • Published Nov 16, 2023 • 18
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models

Paper • 2312.00845 • Published Dec 1, 2023 • 39

Diffusion models

Explore the capabilities of diffusion models for natural language processing. This collection features a diverse set of models trained using diffusion

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
3D Gaussian Splatting for Real-Time Radiance Field Rendering

Paper • 2308.04079 • Published Aug 8, 2023 • 192
stabilityai/stable-diffusion-xl-base-1.0

Text-to-Image • Updated Oct 30, 2023 • 2.73M • • 7.14k
Ryukijano/lora-trained-xl-kaggle-p100

Text-to-Image • Updated Sep 28, 2024 • 18 • 1

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models

Paper • 2312.12487 • Published Dec 19, 2023 • 9
Implicit Diffusion: Efficient Optimization through Stochastic Sampling

Paper • 2402.05468 • Published Feb 8, 2024 • 7

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34

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

Paper • 2306.07967 • Published Jun 13, 2023 • 25
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 111
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 74
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 59
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

Paper • 2311.12092 • Published Nov 20, 2023 • 23
DREAM: Diffusion Rectification and Estimation-Adaptive Models

Paper • 2312.00210 • Published Nov 30, 2023 • 17
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 17

Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model

Paper • 2309.03550 • Published Sep 7, 2023 • 12
Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 19
GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 241
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15

Diffusion Principle

Generative Modeling by Estimating Gradients of the Data Distribution

Paper • 1907.05600 • Published Jul 12, 2019
Score-Based Generative Modeling through Stochastic Differential Equations

Paper • 2011.13456 • Published Nov 26, 2020 • 2
Elucidating the Design Space of Diffusion-Based Generative Models

Paper • 2206.00364 • Published Jun 1, 2022 • 18
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Paper • 2209.03003 • Published Sep 7, 2022 • 2

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models

Paper • 2312.12487 • Published Dec 19, 2023 • 9
Implicit Diffusion: Efficient Optimization through Stochastic Sampling

Paper • 2402.05468 • Published Feb 8, 2024 • 7

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 34

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

Paper • 2306.07967 • Published Jun 13, 2023 • 25
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 111
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 74
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

Diffusion models

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline

Paper • 2311.13073 • Published Nov 22, 2023 • 58
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture

Paper • 2311.10123 • Published Nov 16, 2023 • 18
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models

Paper • 2312.00845 • Published Dec 1, 2023 • 39

The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 59
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

Paper • 2311.12092 • Published Nov 20, 2023 • 23
DREAM: Diffusion Rectification and Estimation-Adaptive Models

Paper • 2312.00210 • Published Nov 30, 2023 • 17
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 17

Diffusion models

Explore the capabilities of diffusion models for natural language processing. This collection features a diverse set of models trained using diffusion

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
3D Gaussian Splatting for Real-Time Radiance Field Rendering

Paper • 2308.04079 • Published Aug 8, 2023 • 192
stabilityai/stable-diffusion-xl-base-1.0

Text-to-Image • Updated Oct 30, 2023 • 2.73M • • 7.14k
Ryukijano/lora-trained-xl-kaggle-p100

Text-to-Image • Updated Sep 28, 2024 • 18 • 1

Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model

Paper • 2309.03550 • Published Sep 7, 2023 • 12
Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 19
GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 241
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15

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