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>mfw Resource news

03/04/2026

>Helios: Real Real-Time Long Video Generation Model
https://pku-yuangroup.github.io/Helios-Page/

>Toward Early Quality Assessment of Text-to-Image Diffusion Models
https://github.com/Guhuary/ProbeSelect

>CFG-Ctrl: Control-Based Classifier-Free Diffusion Guidance
https://hanyang-21.github.io/CFG-Ctrl

>SIGMark: Scalable In-Generation Watermark with Blind Extraction for Video Diffusion
https://jeremyzhao1998.github.io/SIGMark-release

>Flimmer: Video LoRA training toolkit for diffusion transformer models
github.com/alvdansen/flimmer-trainer

03/03/2026

>Alibaba’s Qwen tech lead steps down after major AI push
https://techcrunch.com/2026/03/03/alibabas-qwen-tech-lead-steps-down-after-major-ai-push

>Adaptive Spectral Feature Forecasting for Diffusion Sampling Acceleration
https://hanjq17.github.io/Spectrum

>Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance
https://github.com/showlab/Kiwi-Edit

>Let Your Image Move with Your Motion! -- Implicit Multi-Object Multi-Motion Transfer
https://ethan-li123.github.io/FlexiMMT_page

>Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement
https://github.com/supersupercong/uhdpromer

>OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens
https://openvglab.github.io/OmniLottie

>Flow-Factory: A Unified Framework for Reinforcement Learning in Flow-Matching Models
https://github.com/X-GenGroup/Flow-Factory

03/02/2026

>Accelerating Masked Image Generation by Learning Latent Controlled Dynamics
https://github.com/Kaiwen-Zhu/MIGM-Shortcut

>Open-sourced a one-click ComfyUI setup for RTX 50-series on Windows
https://github.com/hiroki-abe-58/ComfyUI-Win-Blackwell

>stable-diffusion-webui-codex v0.2.0-alpha
https://github.com/sangoi-exe/stable-diffusion-webui-codex

>ComfyUI SeedVR2 Tiler
https://github.com/BacoHubo/ComfyUI_SeedVR2_Tiler

>mfw Research news

03/04/2026

>BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation
https://arxiv.org/abs/2603.02816

>From "What" to "How": Constrained Reasoning for Autoregressive Image Generation
https://arxiv.org/abs/2603.02712

>TC-Padé: Trajectory-Consistent Padé Approximation for Diffusion Acceleration
https://arxiv.org/abs/2603.02943

>DREAM: Where Visual Understanding Meets Text-to-Image Generation
https://arxiv.org/abs/2603.02667

>Generative Visual Chain-of-Thought for Image Editing
https://pris-cv.github.io/GVCoT

>SemanticDialect: Semantic-Aware Mixed-Format Quantization for Video Diffusion Transformers
https://arxiv.org/abs/2603.02883

>StepVAR: Structure-Texture Guided Pruning for Visual Autoregressive Models
https://arxiv.org/abs/2603.01757

>Conditioned Activation Transport for T2I Safety Steering
https://arxiv.org/abs/2603.03163

>NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing
https://arxiv.org/abs/2603.02802

>Beyond Language Modeling: An Exploration of Multimodal Pretraining
https://beyond-llms.github.io

>FiDeSR: High-Fidelity and Detail-Preserving One-Step Diffusion Super-Resolution
https://arxiv.org/abs/2603.02692

>Preconditioned Score and Flow Matching
https://arxiv.org/abs/2603.02337

>Kling-MotionControl Technical Report
https://arxiv.org/abs/2603.03160

>Cultural Counterfactuals: Evaluating Cultural Biases in Large Vision-Language Models with Counterfactual Examples
https://arxiv.org/abs/2603.02370

>Semantic Similarity is a Spurious Measure of Comic Understanding: Lessons Learned from Hallucinations in a Benchmarking Experiment
https://arxiv.org/abs/2603.01950

>ProGIC: Progressive and Lightweight Generative Image Compression with Residual Vector Quantization
https://arxiv.org/abs/2603.02897

>RealOSR: Latent Guidance Boosts Diffusion-based Real-world Omnidirectional Image Super-Resolutions
https://arxiv.org/abs/2412.09646

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Thanks for baking :)

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gn all

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>>108298558
gn

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>>108298558
gn

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>>108298558
Gn anon

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>>108298654
>I paid a premium for new RAM but when the box arrived it was filled with quokka??

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>>108298672
he was hungry and ate the chips :(

dead general

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>>108298680
>*ba-dum-tss*

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>>108298680
pushing banana to the max on this one

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>banana
he just can't help himself

I'm shocked you guys haven't gotten tired of this shit already

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>>108298742
artists don't get bored of art

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>tfw when tired

>>108298767
>1girl, portrait
>hit 'generate'
such artists, much wow

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>>108298785
you're not an artist, so you'd never be able to understand

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>>108298797
many such cases. sad!

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say grace :)
https://suno.com/s/xBlXU9lhOP3hBdwM

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Last one from me
Good night anons

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>>108299232
see ya space cowboy

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>>108299222
checked
I was expecting it to sound more russian
maybe the burger theme americanizes everything it touches

>>108299232
gn

i miss schizo anon

>>108300131
Thank you for the page 8 nigbobump schizo-misser-anon

>>108298416
Which model and proompt for OP?

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>>108301048
nice

gm anon

>>108300319
It is an automated script, not a person.

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>>108301067
z-turbo
>>108301132
thx

>>108301905
>>108301912
Hey nigbo!
Can you be unemployed and lonely in your containment thread? /ldg/ exists because you're an insufferable cripple so feel free to fuck off!

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>>108302005
gm

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Afternoon anons

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>>108303369
ga

>>108298544
Wow, I love the style here, anon, may I ask how did you achieve it? Is it a specific artist?

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>>108303480
I used this prompt
>"A detailed concept art piece of a futuristic warrior standing in a post-apocalyptic landscape, with towering ruins, distant fires, and a robotic companion by their side."
And changed it a bit to.
>"A detailed concept art piece of a Steampunk redhead female engineer wearing aviator cap and goggles on forehead, she is saluting while holding a jetpack, standing firm on the middle of farm field landscape, with clear blue skies, distant clouds, and a giant zeppelin in the distance"
So I guess a clean "template" version of this prompt would be
>A detailed concept art piece of a <character>, <location> landscape, with <objects in the background>, distant <object in the sky>, <rest (optional)>