#diffusionmodels resultados da pesquisa
Excited to share our NeurIPS 2025 paper Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions! #neurips2025 #DiffusionModels #AstroML In this work, we introduce Astro-DSB, a novel diffusion bridge-based approach designed to tackle astrophysical inversion…
🔥 Revolutionizing #DiffusionModels! 🔥 Unlike RL methods (e.g., Diffusion-DPO) or costly Diffusion #InferenceScaling, our Diffusion-Sharpening: ⚡ Converges faster during training ⚡ Slashes inference costs ⚡ Excels in text alignment, compositionality, and human preferences
📢 Our CVPR’25 Oral work DiffFNO bridges diffusion models & neural operators for arbitrary-scale super-resolution. 💡 2–4 dB PSNR gain, faster inference, elegant spectral–spatial fusion. 🔗 arxiv.org/abs/2411.09911 #DiffusionModels #FNO #CVPR2025 #AIResearch
👀 Are you at #ICCV2025? Check out Poster #125 where we present ScanDiff: ✅ Generates diverse, realistic human scanpaths ✅ Uses diffusion + ViTs + optional text conditioning ✅ Beats SOTA in free-viewing & task-driven tasks Come talk with us! #DiffusionModels #GazePrediction
Despite the remarkable empirical success of #diffusion models, their fundamental mechanisms are still poorly understood. A new article on the SIAM News blog explores important questions about the #generalizability of #DiffusionModels: siam.org/publications/s…
🎉 Thrilled to share our latest work on solving inverse problems via diffusion-based priors — without heuristic approximations of the measurement matching score! 📄 Link: arxiv.org/abs/2506.03979 (1/6) #DiffusionModels #InverseProblems #Guidance #SequentialMonteCarlo
#DiffusionModels 🎓 Our "Diffusion Models and Their Applications" course is now fully available! It includes all the lecture slides, recordings, and hands-on programming assignments. Hope it helps anyone studying diffusion models. 🌐 mhsung.github.io/kaist-cs492d-f…
👋ML Applied Researcher needed! Join M-XR in London to: - Work with diffusion & image models - Refine CLIP, SAM & DINO - Transform photography into accurate PBR materials Link bellow 👇 #MachineLearning #DiffusionModels #3D #JobOpportunity
🚨 #DiffusionModels Explained in 20 Seconds!🤯 > Makes images from noise > Powers tools like @StableDiffusion > Revolutionizes #AIart #ArtificialIntelligence #MachineLearning #Innovation cc: @Analytics_699 @Farooq_AI @CsharpCorner @khalide_f1 @ricardo_ik_ahau @AIEnthusiastIM
🔬 Excited to share the publication "Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging". 👉 brnw.ch/21wWRlr #MedicalImaging #ZeroShotLearning #DiffusionModels #DeepLearning #ImageSegmentation
Honored to deliver a keynote at DAGM GCPR 2025 (@gcpr_by_dagm) today, sharing our team’s recent work on fairness and controllability in GenAI. It was inspiring to engage with brilliant researchers advancing the frontiers of #ComputerVision, #DiffusionModels and #FairAI
A team of researchers has introduced Animate Anyone, a new diffusion models-based solution for consistent and controllable image-to-video synthesis for character animation. More examples here: 80.lv/articles/check… #diffusion #diffusionmodels #ai #research #tech #technology
“DiffGR: A Discrete Diffusion‑Based Model for Personalised Recommendation by Reconstructing User‑Item Bipartite Graphs” Meet DiffGR here 👇 link.springer.com/chapter/10.100… #GraphML #Recommendation #DiffusionModels
Exciting news! Avisense’s latest paper “Conditional Diffusion Models: A Survey of Techniques, Applications, and Challenges” has been published in the IEEE ACCESS Journal! 🎉📚 #AI #Research #DiffusionModels #IEEEACCESS
🔥🚀 Our survey on diffusion-based inverse problem solvers is now live on arXiv! arxiv.org/pdf/2410.00083 #MachineLearning #DiffusionModels
The first version of our survey is now on arXiv: arxiv.org/abs/2410.00083 Many people reached out with positive and constructive feedback. Thank you! We will incorporate it in the next revision in the next few weeks.
DiverGen reduces distribution bias in instance segmentation by diversifying generative data among models, prompts, and categories. - hackernoon.com/how-generative… #diffusionmodels #instancesegmentation
Through the diversification of generative data, DiverGen improves instance segmentation for large-scale, distribution-aware augmentation. - hackernoon.com/divergen-makes… #diffusionmodels #instancesegmentation
How to make sure this phenomenon is not happening? Maybe this does not happen at a larger scale ? Happy to hear thoughts from diffusion folks #diffusionmodels #NeurIPS2025
Read more: parsa-ra.github.io/auggen/ #NeurIPS2025 #NeurIPS #DiffusionModels #SyntheticData #GenerativeAI
🎉 Excited to share our new NeurIPS paper: FairImagen — a post-hoc debiasing framework for text-to-image diffusion models. Paper & code: arxiv.org/abs/2510.21363 github.com/fuzihaofzh/Fai… #NeurIPS #FairAI #DiffusionModels
ARMs (Auto regressive models) write one token at a time. But dLLMs sketch the whole thought, then “denoise” it into clean text. This parallelism adds massive perf gains. Fewer steps, fewer stalls, faster output. #LLMs #DiffusionModels
🚀 BULLISH SIGNAL Apple introduces STARFlow-V for stable long-sequence video generation 💎 $AAPL @Apple @blocks #AITraining #DiffusionModels #ReinforcementLearning #AR 🧵 Context below (1/4) 👇 📖 x.com/rohanpaul_ai/s…
New Apple paper just dropped. Builds a new video generator that rivals diffusion models while staying fully causal and trained as 1 coherent model. It is the first normalizing flow system to show competitive long video quality with 1 shared setup across text, image, and video…
DiP: Taming Diffusion Models in Pixel Space 👥 Zhennan Chen, Junwei Zhu, Xu Chen et al. #DiffusionModels #AIResearch #DeepLearning #ComputerVision #MachineLearning 🔗 trendtoknow.ai
🚀 New video just dropped! I explain why predicting clean images instead of noise changes everything for diffusion models. A huge shift in how generative models should be built. ▶️ Watch here: youtu.be/u5yKZzTTEHo #AI #MachineLearning #DiffusionModels #GenerativeAI
youtube.com
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Back to Basics: Let Denoising Generative Models Denoise - Paper...
@Imagen_Network blurred the line between creativity and computation. Text encoders don’t “imagine;” they approximate intuition. #GenerativeAI #DiffusionModels
NVIDIA's kernel optimizations pushed diffusion model training speeds into a new league. Creativity just got faster. #NVIDIAAI #DiffusionModels #MLTraining #AIPerformance
“DiffGR: A Discrete Diffusion‑Based Model for Personalised Recommendation by Reconstructing User‑Item Bipartite Graphs” Meet DiffGR here 👇 link.springer.com/chapter/10.100… #GraphML #Recommendation #DiffusionModels
5/7 "Diffusion"? Latin diffundere ("pour out/apart"). In diffusion models (e.g., Stable Diffusion), it's spreading noise then reversing to generate. The "dis-" prefix with "difference," like pouring distinctions. GenAI is a controlled "pouring" of variance. #DiffusionModels
Exciting news! Avisense’s latest paper “Conditional Diffusion Models: A Survey of Techniques, Applications, and Challenges” has been published in the IEEE ACCESS Journal! 🎉📚 #AI #Research #DiffusionModels #IEEEACCESS
NYU’s new RAE model just redefined AI image generation: 47x faster training, 6x less compute, and fewer semantic errors. Diffusion models, meet your upgrade. 🚀 What use case would you build with this? #AI #ML #diffusionmodels #yugtoio #technews yugto.io/nyus-new-rae-m…
Excited to share our NeurIPS 2025 paper Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions! #neurips2025 #DiffusionModels #AstroML In this work, we introduce Astro-DSB, a novel diffusion bridge-based approach designed to tackle astrophysical inversion…
DiverGen demonstrates that superior instance segmentation performance is driven by data diversity rather than quantity. - hackernoon.com/data-diversity… #diffusionmodels #instancesegmentation
DiverGen reduces distribution bias in instance segmentation by diversifying generative data among models, prompts, and categories. - hackernoon.com/how-generative… #diffusionmodels #instancesegmentation
Through the diversification of generative data, DiverGen improves instance segmentation for large-scale, distribution-aware augmentation. - hackernoon.com/divergen-makes… #diffusionmodels #instancesegmentation
Just implemented DiffEdit — semantic image editing via diffusion models — from scratch in a Kaggle notebook. It uses differences in noise predictions to localize edits and modify only relevant regions. kaggle.com/code/neuralkee… #DiffusionModels #AI #fastai #GenerativeAI
Excited to share our NeurIPS 2025 paper Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions! #neurips2025 #DiffusionModels #AstroML In this work, we introduce Astro-DSB, a novel diffusion bridge-based approach designed to tackle astrophysical inversion…
Join us at #SIIM23 for @khosravi_bardia's presentation on conditional radiograph generation and learn what this video represents? #GenerativeAl #DiffusionModels Don't miss this opportunity! ⏰ June 16th, 8:00 AM CST 🏢 R9 / L3 @SIIM_Tweets
🔥 Revolutionizing #DiffusionModels! 🔥 Unlike RL methods (e.g., Diffusion-DPO) or costly Diffusion #InferenceScaling, our Diffusion-Sharpening: ⚡ Converges faster during training ⚡ Slashes inference costs ⚡ Excels in text alignment, compositionality, and human preferences
Despite the remarkable empirical success of #diffusion models, their fundamental mechanisms are still poorly understood. A new article on the SIAM News blog explores important questions about the #generalizability of #DiffusionModels: siam.org/publications/s…
Honored to deliver a keynote at DAGM GCPR 2025 (@gcpr_by_dagm) today, sharing our team’s recent work on fairness and controllability in GenAI. It was inspiring to engage with brilliant researchers advancing the frontiers of #ComputerVision, #DiffusionModels and #FairAI
🎉 Thrilled to share our latest work on solving inverse problems via diffusion-based priors — without heuristic approximations of the measurement matching score! 📄 Link: arxiv.org/abs/2506.03979 (1/6) #DiffusionModels #InverseProblems #Guidance #SequentialMonteCarlo
A tad late to the party, but happy to share that CycleNet has been accepted to #NeurIPS2023 @NeurIPSConf! Consistency has been a pain in text-guided image editing with #DiffusionModels and here is our solution to guarantee cycle consistency...🧵[1/n] 📍cyclenetweb.github.io
![ziqiao_ma's tweet image. A tad late to the party, but happy to share that CycleNet has been accepted to #NeurIPS2023 @NeurIPSConf! Consistency has been a pain in text-guided image editing with #DiffusionModels and here is our solution to guarantee cycle consistency...🧵[1/n]
📍cyclenetweb.github.io](https://pbs.twimg.com/media/F9JJAJgagAQZmxq.jpg)
1/5 GoodDrag: A groundbreaking study that explores good practices for drag editing with diffusion models. This research aims to enhance the user experience and empower creators in the realm of image editing. #DiffusionModels #ImageEditing
Day 288 ReflectionFlow: Smarter Image Generation Through Self-Reflection 🧠🖼️ Today’s text-to-image models are great, but struggle with complex scenes and fine details. #AI #DiffusionModels #ReflectionFlow #TextToImage #ImageSynthesis #GenAI #FLUX #MachineLearning
Very proud of my students' contributions at @icmlconf! Our 7 papers cover the power of #LLMs, #DataCentricAI, #DiffusionModels, #Meta-Learning, #Reinforcement Learning & more! All in service of our #RealityCentricAIagenda! Read all about our papers here: vanderschaar-lab.com/van-der-schaar…
Reverse Stable Diffusion: What prompt was used to generate this image? #stablediffusion #diffusionmodels
Day 258 InfiniteYou: A Leap in Identity-Preserved Image Generation! 🎨✨ Meet InfiniteYou (InfU), one of the first robust frameworks leveraging Diffusion Transformers (DiTs) like FLUX to master this task. #AI #GenerativeAI #DiffusionModels #InfiniteYou #ArtificialIntelligence
📢 Our CVPR’25 Oral work DiffFNO bridges diffusion models & neural operators for arbitrary-scale super-resolution. 💡 2–4 dB PSNR gain, faster inference, elegant spectral–spatial fusion. 🔗 arxiv.org/abs/2411.09911 #DiffusionModels #FNO #CVPR2025 #AIResearch
Day 282 Meet InstantCharacter: The New Gold Standard in Character Customization with AI 🎨🧍♀️ A scalable, high-fidelity framework built on diffusion transformers that rewrites the rules of subject customization. #AI #DiffusionModels #CharacterDesign #InstantCharacter
¿Quieres conocer más sobre #DiffusionModels, capaces de crear imágenes a partir de ruido mediante #denoising y aprendizaje automático? Podrás hacerlo desde un nuevo Madrid #MachineLearning Meetup. 🗓️8/02 🔗meetup.com/madrid-machine… #somosUPM #deeplearningc @urjc @MADRID
🔬 Excited to share the publication "Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging". 👉 brnw.ch/21wWRlr #MedicalImaging #ZeroShotLearning #DiffusionModels #DeepLearning #ImageSegmentation
From RNA to Proteins! 🧬 Scientists enhance #DiffusionModels with #ReinforcementLearning algorithms to meet specific biological goals, revolutionizing how we solve complex biological problems. Discover More: cbirt.net/optimizing-dif… #Bioinformatics #Docking #ML #AI #sciencenews
📢 A warm welcome to all the participants as part of the satellite programme on "Diffusions in machine learning: Foundations, generative models and non-convex optimisation" starting today at @turinginst. #NewtonDML2024 #MachineLearning #DiffusionModels #DataScience
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models Somepalli et al.: arxiv.org/abs/2212.03860 #Artificialintelligence #Deeplearning #DiffusionModels
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