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Why Diffusion Models Fail B2B Hair Styling

Почему модели с диффузией не справляются с B2B-укладкой волос

Мы отделили пространственное мышление от рендеринга. Используя Gemini 2.5 Flash в качестве "Архитектора" для создания детерминированных JSON-чертежей, мы заставили модели Diffusion поддерж…

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#ai #diffusionmodel #news

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Why Diffusion Models Fail B2B Hair Styling We decoupled spatial reasoning from rendering. By using Gemini 2.5 Flash as an "Architect" to generate deterministic JSON blueprints, we forced Diffusion models to maintain 92% visual consistency across 3D views.

Why Diffusion Models Fail B2B Hair Styling

We decoupled spatial reasoning from rendering. By using Gemini 2.5 Flash as an "Architect" to generate deterministic JSON blueprints, we forced Diffusion models to maintain 92% visual consistency acros…

Telegram AI Digest
#diffusionmodel #gemini #geminiai

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🚨 أسرع نموذج ذكاء اصطناعي “حقيقي” متاح للتجربة دلوقتي… اسمه Mercury 2! ⚡🤯
مش هزار… ده نموذج بيكتب الرد قدّامك كأنه “بيتكوّن” لحظة بلحظة… بطريقة مختلفة تمامًا عن ChatGPT وClaude.

#Mercury2 #Mercury #AI #الذكاء_الاصطناعي #LLM #DiffusionModel #Coding #AIAgents #حسام_الدين_حسن
#خبير_اونلاين

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Model Collapse - What Happens When AI Feeds Itself #ai #science #viral

#stockimages #Stockvideos #dataset #Training #Datasales #Datalicensing #MachineLearning #imagelicensing #diffusionmodel #transformermodels #pretraining #transferlearning #objectdetection #LoRA #Largevisionmodels #GANS

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GaMO: Geometry-aware Multi-view Diffusion Outpainting for Sparse-View 3D Reconstruction
Chin-Yang Lin, Hao-Jen Chien et al.
Paper
Details
#3DReconstruction #DiffusionModel #MultiView

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Stream-DiffVSR: Low-Latency Streamable Video Super-Resolution via Auto-Regressive Diffusion
Chi-Wei Hsiao, Chin-Yang Lin et al.
Paper
Details
#VideoSuperResolution #LowLatency #DiffusionModel

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Predicting the unseen: A diffusion-based debiasing framework for transcriptional response prediction at single-cell resolution.
Roeder, Kathryn et al.
Paper
Details
#SingleCell #DiffusionModel #TranscriptionalPrediction

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New Gemini Diffusion Model Promises Text at Five Times the Speed Google I/O unveiled Gemini Diffusion, a text diffusion model for code. It promises faster generation and better editing, potentially changing AI-native development.

New Gemini Diffusion Model Promises Text at Five Times the Speed

Google I/O unveiled Gemini Diffusion, a text diffusion model for code. It promises faster generation and better editing, potentially changing AI-native development.

Telegram AI Digest
#diffusionmodel #gemini #geminiai

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New Gemini Diffusion Model Promises Text at Five Times the Speed

Новая модель диффузии Gemini обещает текст в пять раз быстрее

Google I/O представил Gemini Diffusion, модель диффузии текста для кода. Она обещает более быстрое создание и улучшенное редактирование, что потенциально может изменить разработку …

Telegram ИИ Дайджест
#diffusionmodel #gemini #geminiai

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Nice first try for a Pumpkin Goblin.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #GIF #animatedGIF #goblin #pumpkin #Halloween

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Friendly Ghost Bouncing Vertically A friendly white ghost with black eyes is bouncing vertically. The ghost is glowing from below. Earth gravitational acceleration and deformation were taken into account. The background is transparent.

This ghost animation was a bit tricky to create. I took some physics into account when the ghost is jumping.

rarible.com/polygon/item...

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #GIF #animatedGIF #ghost

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Halloween hell hound.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #Halloween #hellhound

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Monster Cat Zoom Out In - Animated Halloween Gifs #1 | OpenSea

Monster cat animation.

opensea.io/item/polygon...

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #GIF #animatedGIF #cat

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Halloween cat.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #Halloween #cat

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Friendly Ghost Moving Horizontally - Animated Halloween Gifs #1 | OpenSea

Friendly ghost. Here I made a mistake. I have forgotten to downsize the image.

opensea.io/item/polygon...

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #GIF #animatedGIF #ghost

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Godfather death.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow

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Grim Reaper Zoom Out In - Animated Halloween Gifs #1 | OpenSea

Grim Reaper GIF animation.

opensea.io/item/polygon...

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #grimreaper #GIF #animatedGIF

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Werewolf created for testing purposes.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #werewolf

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Werewolf created for testing purposes.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow #werewolf

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I create some AI images for usage as base of GIF animations.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow

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DALNet introduces diffusion model for accurate day-ahead load forecasts

DALNet introduces diffusion model for accurate day-ahead load forecasts

DALNet announced a new diffusion model designed to improve day-ahead electricity load forecasts, aiming for higher accuracy in short-term demand prediction. Read more: getnews.me/dalnet-introduces-diffus... #dalnet #diffusionmodel #loadforecast

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Image for testing purposes.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow

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Image for testing purposes.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow

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Image for testing purposes.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow

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Image for testing purposes.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SDXL #txt2img #ComfyUI #workflow

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Partially Functional Dynamic Backdoor Diffusion Model Boosts Causal Inference

Partially Functional Dynamic Backdoor Diffusion Model Boosts Causal Inference

PFD‑BDC​M, a Backdoor Diffusion-based Causal Model, embeds in diffusion sampling, reducing bias and beating methods on air‑pollution data. Read more: getnews.me/partially-functional-dyn... #causalinference #diffusionmodel #airpollution

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Based on the screenshot, you can see that the morphing works well.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #SD #ComfyUI #workflow #aivideo #aimorphing #cat #girl #gremlin

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I added a Batch Prompt Scheduler to my workflow with great success.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #SD #ComfyUI #workflow #aivideo #aimorphing #cat #girl #gremlin

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Diffusion Model Learns Physical Dynamics from Incomplete Data

Diffusion Model Learns Physical Dynamics from Incomplete Data

A conditional diffusion model was evaluated on fluid‑flow and weather datasets, delivering lower reconstruction error and realistic dynamics despite irregular observation gaps. getnews.me/diffusion-model-learns-p... #diffusionmodel #physicaldynamics

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Image to image by use of the IPadapter.

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #GenerativeAI #digitalart #digitalartwork #diffusionmodel #promptart #SD #IPadapter #img2img #ComfyUI #workflow

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