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marți, 28 octombrie 2025
News : Inpaint4Drag framework with Google Colab demo.
Inpaint4Drag introduces a novel framework that decomposes drag-based editing into pixel-space bidirectional warping and image inpainting. Our method achieves real-time warping previews (0.01s) and efficient inpainting (0.3s) at 512×512 resolution, significantly improving interaction experience while serving as an adapter for any inpainting model.
See this project.
Test with this colab online demo.
News : Lightricks introduced LTX-2
Lightricks introduced LTX-2, an open-source AI model that creates synchronized 4K video and audio in real time. It supports multi-keyframe conditioning, 3D camera logic, and various inputs like text, image, video, and audio for precise, style-consistent video generation up to 10 seconds long at 50 fps. LTX-2 runs efficiently on consumer GPUs with multiple performance modes for different creative needs
Read more on the online application.
News : 13,000x faster even the fastest classical supercomputers.
Today, we’re announcing research that shows — for the first time in history — that a quantum computer can successfully run a verifiable algorithm on hardware, surpassing even the fastest classical supercomputers (13,000x faster). It can compute the structure of a molecule, and paves a path towards real-world applications.
... more on the official google blogger.
News : UltraGen: High-Resolution Video Generation with Hierarchical Attention
UltraGen is a new AI that makes high-resolution videos, even 4K, more efficiently by using a smart attention system that balances local detail and global consistency. This can scale up video quality better than previous AI models or two-step super-resolution methods ...
Read more on the official project webpage.
News : DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion
DyPE (Dynamic Position Extrapolation) enables pre-trained diffusion transformers to generate ultra-high-resolution images far beyond their training scale. It dynamically adjusts positional encodings during denoising to match evolving frequency content—achieving faithful 4K × 4K results without retraining or extra sampling cost.
News : Smallest 64-bit Operating System in the World! by Datastream
... another video from Datastream - the official youtube channel.
This 64-bit operating system is less than 1.44MB in size, as it is running entirely off of a Floppy disk. It is called MenuetOS.