1/11 Excited to present our latest work "Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics" at #ICLR2025 on Fri 25 Apr at 10 am!
#CombinatorialOptimization #StatisticalPhysics #DiffusionModels
#CombinatorialOptimization #StatisticalPhysics #DiffusionModels
April 24, 2025 at 8:57 AM
1/11 Excited to present our latest work "Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics" at #ICLR2025 on Fri 25 Apr at 10 am!
#CombinatorialOptimization #StatisticalPhysics #DiffusionModels
#CombinatorialOptimization #StatisticalPhysics #DiffusionModels
Thanks all who helped out and commented in this thread with tips and tricks!
I gave a talked recently on some work we have been doing in the lab that incorporated aspects from several of the responses.
docs.google.com/presentation...
#DiffusionModels #FlowMatching #StochasticInterpolants
I gave a talked recently on some work we have been doing in the lab that incorporated aspects from several of the responses.
docs.google.com/presentation...
#DiffusionModels #FlowMatching #StochasticInterpolants
December 3, 2024 at 7:15 AM
Thanks all who helped out and commented in this thread with tips and tricks!
I gave a talked recently on some work we have been doing in the lab that incorporated aspects from several of the responses.
docs.google.com/presentation...
#DiffusionModels #FlowMatching #StochasticInterpolants
I gave a talked recently on some work we have been doing in the lab that incorporated aspects from several of the responses.
docs.google.com/presentation...
#DiffusionModels #FlowMatching #StochasticInterpolants
"Tutorial on Diffusion Models for Imaging and Vision" by Stanley Chan
Paper: arxiv.org/abs/2403.18103
#machinelearning #diffusionmodels
Paper: arxiv.org/abs/2403.18103
#machinelearning #diffusionmodels
January 15, 2025 at 9:38 AM
"Tutorial on Diffusion Models for Imaging and Vision" by Stanley Chan
Paper: arxiv.org/abs/2403.18103
#machinelearning #diffusionmodels
Paper: arxiv.org/abs/2403.18103
#machinelearning #diffusionmodels
So exciting to see everyone here. A brief self-intro for others:
I am currently a PhD student with @florianjug.bsky.social. My work involves the application of AI in bioimage analysis. I am interested in the application of #GenAI to solve inverse problems with #DiffusionModels #FlowMatching #VAEs.
I am currently a PhD student with @florianjug.bsky.social. My work involves the application of AI in bioimage analysis. I am interested in the application of #GenAI to solve inverse problems with #DiffusionModels #FlowMatching #VAEs.
November 18, 2024 at 11:22 AM
So exciting to see everyone here. A brief self-intro for others:
I am currently a PhD student with @florianjug.bsky.social. My work involves the application of AI in bioimage analysis. I am interested in the application of #GenAI to solve inverse problems with #DiffusionModels #FlowMatching #VAEs.
I am currently a PhD student with @florianjug.bsky.social. My work involves the application of AI in bioimage analysis. I am interested in the application of #GenAI to solve inverse problems with #DiffusionModels #FlowMatching #VAEs.
Master inpainting and outpainting with LanPaint! A powerful, universal tool compatible with top-tier models like Krea2 Turbo, Ideogram4, Flux2 Klein, or even Wan2.2 video. Edit any image instantly. #AI #Inpainting #GenerativeAI #DiffusionModels #LanPaint
June 28, 2026 at 6:10 PM
Master inpainting and outpainting with LanPaint! A powerful, universal tool compatible with top-tier models like Krea2 Turbo, Ideogram4, Flux2 Klein, or even Wan2.2 video. Edit any image instantly. #AI #Inpainting #GenerativeAI #DiffusionModels #LanPaint
Sunflowers at Sunrise - A nice nature picture for a sunny spring morning. Flux Dev with Defluxion II and AntiBlur LoRAs using Tenofas' Modular Workflow. #GenAI #diffusionmodels #imagegeneration #comfyUI #flux #nature #bees
April 8, 2025 at 11:26 AM
Sunflowers at Sunrise - A nice nature picture for a sunny spring morning. Flux Dev with Defluxion II and AntiBlur LoRAs using Tenofas' Modular Workflow. #GenAI #diffusionmodels #imagegeneration #comfyUI #flux #nature #bees
Score-Based Diffusion Models In Infinite Dimensions: A Malliavin Calculus Perspective
www.dl.begellhouse.com/journals/558...
#DiffusionModels #MalliavinCalculus #GenerativeAI
www.dl.begellhouse.com/journals/558...
#DiffusionModels #MalliavinCalculus #GenerativeAI
June 26, 2026 at 4:45 PM
Score-Based Diffusion Models In Infinite Dimensions: A Malliavin Calculus Perspective
www.dl.begellhouse.com/journals/558...
#DiffusionModels #MalliavinCalculus #GenerativeAI
www.dl.begellhouse.com/journals/558...
#DiffusionModels #MalliavinCalculus #GenerativeAI
Going vintage for today's diffusion doodle - an attempt at a 'restored' sepia photograph. Created using Colossus Project Flux v5 with no Loras, multi-stage sampling and flux guidance of 2.2 #GenAI #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux #fluxai
diffusiondoodles.substack.com
diffusiondoodles.substack.com
March 13, 2025 at 4:37 PM
Going vintage for today's diffusion doodle - an attempt at a 'restored' sepia photograph. Created using Colossus Project Flux v5 with no Loras, multi-stage sampling and flux guidance of 2.2 #GenAI #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux #fluxai
diffusiondoodles.substack.com
diffusiondoodles.substack.com
An attempt at a nostalgic 1960s photograph . This is based on Colossus Project Flux v5 with multi-stage sampling, no LoRAs and CannyEdge Pre-processing. #nostalgia #younglove #GenAI #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux #fluxai
diffusiondoodles.substack.com
diffusiondoodles.substack.com
March 17, 2025 at 10:44 PM
An attempt at a nostalgic 1960s photograph . This is based on Colossus Project Flux v5 with multi-stage sampling, no LoRAs and CannyEdge Pre-processing. #nostalgia #younglove #GenAI #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux #fluxai
diffusiondoodles.substack.com
diffusiondoodles.substack.com
This published tutorial is the first in a series of tutorials on the use of deep learning in image analysis and microscopy which will be published in JPhysPhoton.
#SuperResolution #DiffusionModels #PhDSpotlight
#SuperResolution #DiffusionModels #PhDSpotlight
January 25, 2025 at 2:33 PM
This published tutorial is the first in a series of tutorials on the use of deep learning in image analysis and microscopy which will be published in JPhysPhoton.
#SuperResolution #DiffusionModels #PhDSpotlight
#SuperResolution #DiffusionModels #PhDSpotlight
Microsoft’s New BioEmu-1 AI Model Can Predict How Proteins Move and Change
#AI #BioEmu1 #Microsoft #MicrosoftResearch #DiffusionModels #BioScience #Science #AIResearch #Alphafold #BigTech
#AI #BioEmu1 #Microsoft #MicrosoftResearch #DiffusionModels #BioScience #Science #AIResearch #Alphafold #BigTech
Microsoft’s New BioEmu-1 AI Model Can Predict How Proteins Move and Change - WinBuzzer
BioEmu-1 is an AI model designed to predict how proteins move and change shape, offering new possibilities for drug discovery and molecular biology.
buff.ly
February 28, 2025 at 4:54 PM
Microsoft’s New BioEmu-1 AI Model Can Predict How Proteins Move and Change
#AI #BioEmu1 #Microsoft #MicrosoftResearch #DiffusionModels #BioScience #Science #AIResearch #Alphafold #BigTech
#AI #BioEmu1 #Microsoft #MicrosoftResearch #DiffusionModels #BioScience #Science #AIResearch #Alphafold #BigTech
✨ Exciting news! ✨
I’ve joined Prof. Hélène Halconruy at Télécom SudParis for a 24-month postdoctoral position. I'll be working on collaboration, modeled as curriculum learning, for LLMs and diffusion models!
#Postdoc #LLMs #DiffusionModels #CurriculumLearning #TélécomSudParis #AI
I’ve joined Prof. Hélène Halconruy at Télécom SudParis for a 24-month postdoctoral position. I'll be working on collaboration, modeled as curriculum learning, for LLMs and diffusion models!
#Postdoc #LLMs #DiffusionModels #CurriculumLearning #TélécomSudParis #AI
July 14, 2025 at 11:12 AM
✨ Exciting news! ✨
I’ve joined Prof. Hélène Halconruy at Télécom SudParis for a 24-month postdoctoral position. I'll be working on collaboration, modeled as curriculum learning, for LLMs and diffusion models!
#Postdoc #LLMs #DiffusionModels #CurriculumLearning #TélécomSudParis #AI
I’ve joined Prof. Hélène Halconruy at Télécom SudParis for a 24-month postdoctoral position. I'll be working on collaboration, modeled as curriculum learning, for LLMs and diffusion models!
#Postdoc #LLMs #DiffusionModels #CurriculumLearning #TélécomSudParis #AI
🚨We’re thrilled to present our paper “CDI: Copyrighted Data Identification in #DiffusionModels” at #CVPR2025 in Nashville! 🎸❗️
"Was this diffusion model trained on my dataset?"
Learn how to find out:
📍 Poster #276
🗓️ Saturday, June 14
🕒 3:00 – 5:00 PM PDT
📜https://arxiv.org/abs/2411.12858
"Was this diffusion model trained on my dataset?"
Learn how to find out:
📍 Poster #276
🗓️ Saturday, June 14
🕒 3:00 – 5:00 PM PDT
📜https://arxiv.org/abs/2411.12858
June 13, 2025 at 7:11 PM
🚨We’re thrilled to present our paper “CDI: Copyrighted Data Identification in #DiffusionModels” at #CVPR2025 in Nashville! 🎸❗️
"Was this diffusion model trained on my dataset?"
Learn how to find out:
📍 Poster #276
🗓️ Saturday, June 14
🕒 3:00 – 5:00 PM PDT
📜https://arxiv.org/abs/2411.12858
"Was this diffusion model trained on my dataset?"
Learn how to find out:
📍 Poster #276
🗓️ Saturday, June 14
🕒 3:00 – 5:00 PM PDT
📜https://arxiv.org/abs/2411.12858
Exploring the intersection of Diffusion and Flow Matching models! 🚀 1. Flow models intro. 2. Clears up the confusion, showing how Gaussian flow matching and diffusion models align:
1. 🔗 mlg.eng.cam.ac.uk/blog/2024/01...
2. 🔗 diffusionflow.github.io
#FlowMatching #DiffusionModels #GenerativeModels
1. 🔗 mlg.eng.cam.ac.uk/blog/2024/01...
2. 🔗 diffusionflow.github.io
#FlowMatching #DiffusionModels #GenerativeModels
March 21, 2025 at 11:19 AM
Exploring the intersection of Diffusion and Flow Matching models! 🚀 1. Flow models intro. 2. Clears up the confusion, showing how Gaussian flow matching and diffusion models align:
1. 🔗 mlg.eng.cam.ac.uk/blog/2024/01...
2. 🔗 diffusionflow.github.io
#FlowMatching #DiffusionModels #GenerativeModels
1. 🔗 mlg.eng.cam.ac.uk/blog/2024/01...
2. 🔗 diffusionflow.github.io
#FlowMatching #DiffusionModels #GenerativeModels
Second of today's anime doodles, again created using Flux Dev and Anime Art v3 LoRA with a controlnet and prompt. #GenAI #diffusionmodels #imagegeneration #comfyUI #flux #anime
April 7, 2025 at 8:12 PM
Second of today's anime doodles, again created using Flux Dev and Anime Art v3 LoRA with a controlnet and prompt. #GenAI #diffusionmodels #imagegeneration #comfyUI #flux #anime
Something simple, yet moody that came out of some model testing today and messing about creating a lighting effect. #GenAI #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux #fluxai
diffusiondoodles.substack.com
diffusiondoodles.substack.com
March 20, 2025 at 10:02 PM
Something simple, yet moody that came out of some model testing today and messing about creating a lighting effect. #GenAI #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux #fluxai
diffusiondoodles.substack.com
diffusiondoodles.substack.com
New in the #DeeperLearningBlog: #KempnerInstitute researchers @binxuwang.bsky.social and John J. Vastola explain their work uncovering the linear Gaussian structure in diffusion models and the potential to use it to enhance performance.
bit.ly/4lCauDv
#AI #DiffusionModels
bit.ly/4lCauDv
#AI #DiffusionModels
The Hidden Linear Structure in Diffusion Models and its Application in Analytical Teleportation - Kempner Institute
Diffusion models are powerful generative frameworks that iteratively denoise white noise into structured data via learned score functions. Through theory and experiments, we demonstrate that these sco...
bit.ly
July 18, 2025 at 6:59 PM
New in the #DeeperLearningBlog: #KempnerInstitute researchers @binxuwang.bsky.social and John J. Vastola explain their work uncovering the linear Gaussian structure in diffusion models and the potential to use it to enhance performance.
bit.ly/4lCauDv
#AI #DiffusionModels
bit.ly/4lCauDv
#AI #DiffusionModels
My daily doodle. More details in ALT. #AIImage #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux
chrisukgreen.substack.com
chrisukgreen.substack.com
March 10, 2025 at 10:27 PM
My daily doodle. More details in ALT. #AIImage #diffusionmodels #dailydoodle #imagegeneration #comfyUI #flux
chrisukgreen.substack.com
chrisukgreen.substack.com
robotpirateninja.com/2025/08/30/f...
Some of the latest about the latest #aigen #indiedev #gemini #diffusionmodels #sloppityslopslop
Some of the latest about the latest #aigen #indiedev #gemini #diffusionmodels #sloppityslopslop
Flash Image 2.5 and Signatures
We’ve updated our main image generation model to Gemini 2.5 Flash Image Realist Knight, Level 9 Google’s latest image model (‘Gemini 2.5 Flash Image’ released 2025.08.26) ha…
robotpirateninja.com
August 30, 2025 at 3:05 PM
robotpirateninja.com/2025/08/30/f...
Some of the latest about the latest #aigen #indiedev #gemini #diffusionmodels #sloppityslopslop
Some of the latest about the latest #aigen #indiedev #gemini #diffusionmodels #sloppityslopslop
Friday doodle - imaginary battle-scarred dinosaur. Created with Flux.1 Dev & Tenofas WF v5, with Anti-Blur, Aidma Hyper Realism v0.3 and Hyper Flux.1 Dev 16 Step LoRAs, euler/beta + detailer demon and FG of 2.0 #GenAI #diffusionmodels #dailydoodle #comfyUI #flux diffusiondoodles.substack.com
March 14, 2025 at 2:46 PM
Friday doodle - imaginary battle-scarred dinosaur. Created with Flux.1 Dev & Tenofas WF v5, with Anti-Blur, Aidma Hyper Realism v0.3 and Hyper Flux.1 Dev 16 Step LoRAs, euler/beta + detailer demon and FG of 2.0 #GenAI #diffusionmodels #dailydoodle #comfyUI #flux diffusiondoodles.substack.com
I’m attending ICML in Vancouver this week!
It’s already been great to connect, chat, and hear about the amazing work happening across the community.
If you’re attending and would like to meet up, feel free to reach out!
(More details below)
#ICML2025 #MachineLearning #AI #DiffusionModels #GenAI
It’s already been great to connect, chat, and hear about the amazing work happening across the community.
If you’re attending and would like to meet up, feel free to reach out!
(More details below)
#ICML2025 #MachineLearning #AI #DiffusionModels #GenAI
July 16, 2025 at 1:55 PM
I’m attending ICML in Vancouver this week!
It’s already been great to connect, chat, and hear about the amazing work happening across the community.
If you’re attending and would like to meet up, feel free to reach out!
(More details below)
#ICML2025 #MachineLearning #AI #DiffusionModels #GenAI
It’s already been great to connect, chat, and hear about the amazing work happening across the community.
If you’re attending and would like to meet up, feel free to reach out!
(More details below)
#ICML2025 #MachineLearning #AI #DiffusionModels #GenAI
I'll be giving an oral talk at #ICLR2025!
🗓 Session 1C — 🕦 11:30 AM SGT.
Title: Learning to Discretize Denoising Diffusion ODEs.
Come by if you're into #GenerativeAI / #DiffusionModels
🗓 Session 1C — 🕦 11:30 AM SGT.
Title: Learning to Discretize Denoising Diffusion ODEs.
Come by if you're into #GenerativeAI / #DiffusionModels
April 23, 2025 at 10:09 PM
I'll be giving an oral talk at #ICLR2025!
🗓 Session 1C — 🕦 11:30 AM SGT.
Title: Learning to Discretize Denoising Diffusion ODEs.
Come by if you're into #GenerativeAI / #DiffusionModels
🗓 Session 1C — 🕦 11:30 AM SGT.
Title: Learning to Discretize Denoising Diffusion ODEs.
Come by if you're into #GenerativeAI / #DiffusionModels
In this #MachineLearningScienceandTechnology paper, Aarts and coworkers investigated how higher-order moments and cumulants are learnt in #DiffusionModels by
deriving exact expressions for the moment- and cumulant-generating functionals.
Read the article here: iopscience.iop.org/article/10.1...
deriving exact expressions for the moment- and cumulant-generating functionals.
Read the article here: iopscience.iop.org/article/10.1...
May 5, 2025 at 5:56 PM
In this #MachineLearningScienceandTechnology paper, Aarts and coworkers investigated how higher-order moments and cumulants are learnt in #DiffusionModels by
deriving exact expressions for the moment- and cumulant-generating functionals.
Read the article here: iopscience.iop.org/article/10.1...
deriving exact expressions for the moment- and cumulant-generating functionals.
Read the article here: iopscience.iop.org/article/10.1...
🚀 Senior Researcher - Diffusion & Vision @ Protege (Remote) - Lead evaluation & optimization of large video datasets for generative video models. Tech: AI, ML, Video, Diffusion, Vision. Join an AI team! Apply now: aihackerjobs.com/company/prot... #MachineLearning #DiffusionModels #Research
May 14, 2026 at 5:36 PM
🚀 Senior Researcher - Diffusion & Vision @ Protege (Remote) - Lead evaluation & optimization of large video datasets for generative video models. Tech: AI, ML, Video, Diffusion, Vision. Join an AI team! Apply now: aihackerjobs.com/company/prot... #MachineLearning #DiffusionModels #Research