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Collections including paper arxiv:2410.10629

Model Distillation

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation

Paper • 2503.09641 • Published Mar 12 • 40
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12
Efficient Distillation of Classifier-Free Guidance using Adapters

Paper • 2503.07274 • Published Mar 10 • 4
Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Paper • 2506.14603 • Published Jun 17 • 20

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12

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 • 18
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 14
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 17
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 11

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12

Text to image lw

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12

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 • 5
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

Model Distillation

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation

Paper • 2503.09641 • Published Mar 12 • 40
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12
Efficient Distillation of Classifier-Free Guidance using Adapters

Paper • 2503.07274 • Published Mar 10 • 4
Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Paper • 2506.14603 • Published Jun 17 • 20

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12

Text to image lw

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12

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 • 18
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 14
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 17
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 11

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 • 5
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

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