What are Diffusion Models

Modelling a two-component pair of reaction-diffusion equations in 2D https://www.reddit.com/r/matlab/comments/4y0vw7/modelling_a_twocomponent_pair_of/ 3 comments 16/8/2016 matlab

Mode Collapse in Diffusion Models https://arxiv.org/pdf/2112.10752 8 comments 10/6/2024 deeplearning

Diffusion Models from Scratch | DDPM PyTorch Implementation https://youtube.com/watch?si=_005yfZfBcWxHePS&v=vu6eKteJWew 3 comments 3/12/2023 computervision

[P] Diffusion Models from Scratch | DDPM PyTorch Implementation https://youtube.com/watch?si=4g3BCsoIMhOWmE-K&v=vu6eKteJWew 8 comments 3/12/2023 machinelearning

Neural Network Weight Prediction with Diffusion Models https://medium.com/@ceo_44783/neural-network-weight-prediction-with-diffusion-models-fc757fcdcf0e 2 comments 25/11/2023 learnmachinelearning

[D] Understanding the diffusion process in denoising diffusion models https://arxiv.org/abs/2006.11239 2 comments 6/11/2023 machinelearning

[D] Understanding the math behind diffusion models https://arxiv.org/pdf/2006.11239.pdf 18 comments 23/10/2023 machinelearning

Approach for applying Explainable AI on Diffusion Models https://arxiv.org/abs/2210.04885 2 comments 3/12/2022 learnmachinelearning

[R] Decision Diffuser: offline RL with generative models https://anuragajay.github.io/decision-diffuser/ 2 comments 3/12/2022 machinelearning

What are Diffusion Models? https://lilianweng.github.io/posts/2021-07-11-diffusion-models/ 15 comments 31/8/2022 programming

[R] BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis https://arxiv.org/abs/2205.14807 7 comments 31/5/2022 machinelearning

[D] Introduction to Diffusion Models https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/ 43 comments 12/5/2022 machinelearning

[D] - Are GFlow Nets considered diffusion models? https://milayb.notion.site/GFlowNet-Tutorial-919dcf0a0f0c4e978916a2f509938b00 2 comments 27/4/2022 machinelearning

[P] app to play with latent diffusion models https://geni.vercel.app/ 5 comments 18/4/2022 machinelearning

[R] Video Diffusion Models https://video-diffusion.github.io/ 5 comments 8/4/2022 machinelearning

[R] Variational Diffusion Models https://arxiv.org/abs/2107.00630 4 comments 7/7/2021 machinelearning

Nanobubbles diffusion in bcc uranium: Theory and atomistic modelling https://www.sciencedirect.com/science/article/pii/s002231151931414x?via%3Dihub 5 comments 26/4/2020 science

Diffusion model predicts crime rate http://www.physorg.com/news188504204.html 3 comments 22/3/2010 science

[R] Diffusion Models Beat GANs on Image Synthesis https://arxiv.org/abs/2105.05233 13 comments 12/5/2021 machinelearning

Stable Diffusion from Scratch in PyTorch | Part II - Conditional Latent Diffusion Models https://youtube.com/watch?si=imX8hj5hAGOU8QAl&v=hEJjg7VUA8g 3 comments 10/3/2024 deeplearning

What is Stable Diffusion? (Latent Diffusion Models Explained) https://youtu.be/RGBNdD3Wn-g 2 comments 27/8/2022 learnmachinelearning

[P] Finetuned Diffusion: multiple fine-tuned Stable Diffusion models, trained on different styles https://huggingface.co/spaces/anzorq/finetuned_diffusion 62 comments 5/11/2022 machinelearning

[D] Diffusion Models Beat GANs on Image Synthesis Explained: 5-minute paper summary (by Casual GAN Papers) https://t.me/casual_gan/228 7 comments 28/12/2021 machinelearning

[R] Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models https://arxiv.org/pdf/2306.04675.pdf 16 comments 30/6/2023 machinelearning

Another global warming contrarian paper found to be unrealistic and inaccurate. These errors are the sort of thing that could have been avoided by consulting any elementary textbook on heat transfer, or any number of papers that have published similar ocean diffusion models. http://www.theguardian.com/environment/climate-consensus-97-per-cent/2014/oct/21/global-warming-contrarian-paper-unrealistic-inaccurate 121 comments 22/10/2014 science

[R] "Broken Neural Scaling Laws" paper; Presents new Functional Form that yields SotA Extrapolation of Scaling behavior for each task within large, diverse set of downstream tasks, including large-scale Vision, NLP, Diffusion Models, "Emergent" "Unpredictable" Math, Double Descent, & RL. https://arxiv.org/abs/2210.14891 2 comments 1/11/2022 machinelearning

There's a lot happening in generative AI in text generation (GPT 3, Bloom), image generation (Stable diffusion, OpenAI), video generation (Makeavideo, runwayML). Here's our (Play.ht's) very first model for speech generation, I'd love to hear the community's thoughts on this! https://www.producthunt.com/posts/peregrine 17 comments 30/9/2022 programming

[D] Democratizing Diffusion Models - LDMs: High-Resolution Image Synthesis with Latent Diffusion Models, a 5-minute paper summary by Casual GAN Papers https://t.me/casual_gan/293 5 comments 3/5/2022 machinelearning

[R] GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models. Implementation and pre-trained model of ‘glide-text2im’ also released by OpenAI. https://arxiv.org/abs/2112.10741 23 comments 21/12/2021 machinelearning