>mfw Resource news

05/29/2026

>Colored Noise Diffusion Sampling
https://hadardavidson.github.io/CNS

>VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion
https://videomla.github.io

>minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models
https://github.com/shengshu-ai/minWM](https://github.com/shengshu-ai/minWM

>GPIC: A Giant Permissive Image Corpus for Visual Generation
https://gpic.stanford.edu

>SGMD: Score Gradient Matching Distillation for Few-Step Video Diffusion Distillation
https://github.com/ModelTC/LightX2V

>Native Audio-Visual Alignment for Generation
https://ernie-research.github.io/NAVA

>GASS: Geometry-Aware Spherical Sampling for Disentangled Diversity Enhancement in Text-to-Image Generation
https://github.com/L-YeZhu/GASS_T2I

>SAVAA: Mitigating Hallucinations in LVLMs via Step-wise Adaptive Visual Attention Amplification
https://github.com/JiachengZ01/SAVVA

>Nexus BTA: Local AI image and video studio built around an embedded ComfyUI runtime.
https://github.com/JpAndreBTA/Nexus-BTA

05/28/2026

>MAVEN A Multi-Agent Framework for Multicultural Text-to-Video Generation
https://github.com/AIM-SCU/CRAFT

>Bias Leaves a Gradient Trail: Label-Free Bias Identification via Gradient Probes on Concept Decompositions
https://github.com/vitryt/label-free-bias-identification

>VidPrism: Heterogeneous Mixture of Experts for Image-to-Video Transfer
https://github.com/Lrrrr549/VidPrism.git

>Wan2.2-NVFP4-Sparse (NVFP4)
https://huggingface.co/lightx2v/Wan2.2-NVFP4-Sparse

>Microsoft data suggests using AI is more expensive than hiring people
https://finance.yahoo.com/sectors/technology/articles/microsoft-data-suggests-using-ai-225900743.html

>Pixal3d Studio
https://huggingface.co/spaces/victor/pixal3d-studio/tree/main

05/27/2026

>InvokeAI 6.13.0
https://github.com/invoke-ai/InvokeAI/releases/tag/v6.13.0

>mfw Research news

05/29/2026

>KGEdit: Ambiguity-Aware Knowledge Graphs for Training-Free Precise Video Generation and Editing
https://arxiv.org/abs/2605.29509

>LiveSVG: Zero-Shot SVG Animation via Video Generation
https://levymsn.github.io/LiveSVG

>VPG: Visual Prefix Guidance for Autoregressive Image and Video Generation
https://arxiv.org/abs/2605.30317

>Orthogonal Negative Guidance in Attention Feature Space for Text-to-Image Generation
https://arxiv.org/abs/2605.29390

>Veda: Scalable Video Diffusion via Distilled Sparse Attention
https://arxiv.org/abs/2605.30325

>Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing
https://arxiv.org/abs/2605.29809

>Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation
https://arxiv.org/abs/2605.30083

>AdaState: Self-Evolving Anchors for Streaming Video Generation
https://adastate.github.io

>YoCausal: How Far is Video Generation from World Model? A Causality Perspective
https://www.youzhexie.me/papers/YoCausal/index.html

>Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models
https://jaayeon.github.io/AGSM

>Benchmarking Single-Factor Physical Video-to-Audio Generation
https://research.nvidia.com/labs/cosmos-lab/flatsounds

>IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation
https://arxiv.org/abs/2605.30230

>Stable-Layers: Fine-Tuning Image Layer Decomposition Models with VLM-Scored Reinforcement Learning
https://arxiv.org/abs/2605.30257

>GenClaw: Code-Driven Agentic Image Generation
https://arxiv.org/abs/2605.30248

>Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization
https://arxiv.org/abs/2605.29198

>OccamToken: Efficient VLM Inference with Training-Free and Budget-Adaptive Token Pruning
https://arxiv.org/abs/2605.29657

>Diffusion Models, Denoiser Architecture and Creativity
https://arxiv.org/abs/2605.16415

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went to see backrooms tonight. it was... ok?

>>108938971
you went to a whorehouse?

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>>108938974
you're thinking the backpages. honest mistake

>>108938971

you are telling us because it was your work

>>108938993
what does that even mean?

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gn all

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>>108939031
adios

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>>108938993
he's a famous movie reviewer?
omg, this reminds me of the time i met miley cyrus

>>108939031
gn

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>>108939041
alas, i've been doxed. it's true, i am kane parsons, aka kanepixels. i will never recover from this.

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>>108939080
if backrooms is a success, will you make frontrooms next

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>>108939159
idk if a prequel is in the cards at this point, but i'll take it under consideration.

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checkmate nogens

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>>108939212
illegal move, nogens win by disqualification

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>>108939225
who's side are you on anyway?

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>>108939247
I'm on the side of blind justice
the best kind of justice

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>>108939258
baka. who hurt you?

death to jannies

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>٩(ʘ益ʘ)۶
his demon form is awakened

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>>108938493
TY Baker
>>108939247
so sexy

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>>108939359
what are you doing up?

I know right?, been waking up at 1am for the past while, stay up for a bit, back to bed. next day, more alert, energy...
>can't get anima working yet, ill try in mornin

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>>108939460
im jelly. if I dont sleep through the night, it fucks me up the whole day

>>108939492
force yourself to bed a decent time, 10pm, then see what happens.
>Left is cleeean. nice hair.

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>>108939509
>10pm
my brother in Christ, have you ever heard of a thing we like to call "timezones?"

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>>108939509
>10pm
not possible
>>Left is cleeean
thanks. this series in general has been a total mess

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we all need to CHILL

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its education,
that you're lacking
:)

i miss schizo anon

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>>108939527
kek ya our manage/control of time is retarded. We used to have 13 hours in a day, 13 months etc. our biological systems are detached from natu...bla bla G'mornin Anons!!
LET"S GO!!

>>108939541
>not possible
Says the same guy who has spammed these threads non stop, you pretty much go offline 23:30 and get back online 08:30 PDT almost every single day.

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Morning anons

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>>108942864
gm

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>>108942864
gm
have you been checking out any of the newer models? lens/bonsai?

>gm

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>anima work'n

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>>108945076
far out

>>108945118
Nice background.. forealz that dress..

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>>108943132
I haven't heard of those

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>>108945174
thx

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>Uhh Hello there, why the grim face, don't Frogs love water?

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>>108946564
these are neat

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>>108946588
ty
some are more abstract than others

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>>108946603
i tried to convert the deco thing to anima but it's only makin black images and i don't feel like figurin it out, so it's eldritch slop tonight while i make a mess of Stealthy

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>>108946608
no complaints from me

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>>108946723
saved

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>>108946731
this series did lots of neat stuff

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>>108946741
hit me with a catbox

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>>108946752
any of them?

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>>108946758
this one >>108946723

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>>108946763
https://files.catbox.moe/76zp45.png

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>>108946766
thanks

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>>108946787
its not that bad is it

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>>108946805
terminal, i'm afraid.

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>>108946840
at least I'll die doing what I love, making confusing workflows

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>>108946874
rest in peace king <3

i miss schizo anon

>>108949280
Thank you for all the nigbobumps.

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new
>>108949377
>>108949377

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fin