Üretim4
↑ yükselişteHF trend 1287görsel·reddit-stablediffusion·2 saat önce
Hi everyone, I wish to announce that LanPaint now supports Qwen-Image 2.1 — both the text-to-image model and the image edit model. Qwen-Image 2.1 can generate transparent PNGs. With LanPaint you can inpaint the alpha channel too, not just the colours. So the transparent part can change shape, not only the object. The image edit model works under a mask as well: describe the change, paint over the part it should touch, and everything else comes back exactly as it was. LanPaint is a universal inpainting/outpainting tool that works with almost every diffusion model out there (SD, Flux, Wan…
↑ yükselişteHF trend 1287görsel·reddit-stablediffusion·7 saat önce
Hello everyone! I made a new LoRA for Qwen Image 2.1 for arbitrary camera angles for any image in (almost) every style. You can read all about it in the huggingface repo here: https://huggingface.co/lilylilith/QI_2.1_AnyAngle . Have a great day, and have fun! submitted by /u/SillyLilithh [link] [comments]
görsel·hf-papers·4 gün önce·110 oy
Representation autoencoders (RAEs) reuse features from a pretrained visual encoder as reconstruction and diffusion latents, integrating strong visual representations into image generation. However, RAEs still need to decide which encoder layers form the shared latent space for the generator and pixel decoder. This choice involves a trade-off. Shallower layers tend to preserve fine pixel details better, while deeper layers tend to yield better generation metrics. A fixed heuristic layer fusion therefore couples two stages that benefit from different information. We introduce FuseReg, which…
video·marktechpost·12 saat önce
Google Research has introduced an AI video co-director for long-form video generation. The suite of 4 agentic frameworks turns short clips into coherent, minutes-long stories. It targets identity drift and cascading errors, the 2 failures that break most multi-shot AI video pipelines today. Why Long AI Videos Fall Apart Diffusion models render high-fidelity clips in […] The post Google Research Introduces an AI Video Co-Director: 4 Agentic Frameworks for Coherent, Minutes-Long Video Generation appeared first on MarkTechPost .
Modeller & Araştırma4
↑ yükselişte60 oy/saatmodel·hackernews·6 saat önce·353 oy
↑ yükselişte72 oy/saataraçmodelşirket·hackernews·12 saat önce·888 oy
↑ yükselişte · yenidenHN'de GPT-6 14→25 hikâyemodelşirket·openai·5 gün önce
GPT-6 Astra produces more structured, context-aware legal documents, freeing lawyers to focus on strategy.
model·hf-papers·4 gün önce·17 oy
World Action Models (WAMs) jointly model visual dynamics and action generation for generalist robot manipulation. A central challenge is to integrate priors from large-scale pretrained models---including visual dynamics, scene semantics, geometry, and motion---into a unified framework for robot action generation. We introduce InternW0-Δ, a unified WAM pretrained on a heterogeneous corpus that outperforms prior methods across simulation benchmarks and real-robot platforms. InternW0-Δ combines pretrained visual dynamics, scene-level semantics, 4D geometric and motion priors, and action…