New Apple model combines vision understanding and image generation with impressive results

Manzano combines visual understanding and text-to-image generation, while significantly reducing performance or quality trade-offs.
Decrypt

China's Z.AI Releases First Major AI Image Generation Model Trained Without American Chips

Image, trained entirely on Huawei chips, as Beijing moves to block Nvidia H200 imports in a push for AI self-reliance.

Google’s Response to OpenAI’s Healthcare Push Is an Open Model With Medical Imaging Capability

The release of the open-source AI models marks the next step in the Mountain View-based tech giant's push in the healthcare ...

Senate passes a bill that would let nonconsensual deepfake victims sue

The Senate passed a bill that could give people who’ve found their likeness deepfaked into sexually explicit images without ...
GitHub

Encoder-decoder attention extraction in ASR transcribe

Is your feature request related to a problem? Please describe. There are many studies showing that the encoder-decoder can be used for auxiliary tasks (e.g. with DTW to get word-level timestamps, or ...
Scientific Research Publishing

From U-Net to Swin-Unet Transformers: The Next-Generation Advances in Brain Tumor Segmentation with Deep Learning ()

Brain tumor segmentation is a vital step in diagnosis, treatment planning, and prognosis in neuro-oncology. In recent years, deep learning approaches have revolutionized this field, evolving from the ...
IEEE

An Efficient Targeted Drug Design Method Using Framework of Multiscale Encoder-Decoder

Abstract: This paper describes a targeted drug design method based on a framework of multiscale encoder-decoder. Encoders are used to encode target gene and protein features. A decoder is used to ...
Frontiers

FLA-UNet: feature-location attention U-Net for foveal avascular zone segmentation in OCTA images

1 School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China 2 School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China ...
IEEE

Leverage Gaussian Interpolation Features Extraction and Advanced Encode–Decode Models for 2D Steady State Flows Estimation

Abstract: Accurate estimation of two-dimensional (2D) multi-obstacle steady-state flows is crucial in various scientific and engineering disciplines, yet conventional methods often fall short in ...