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.
GitHub

The VAELoader can't see the VAE folder

You entered the code incorrectly. i fix it. I guess. It's not looking for the VAE folder correctly. """ LightX2V VAE Nodes for ComfyUI VAE Loader + 各类 VAE 的 Decode 节点 """ import os import torch import ...
Ars Technica

Apple Videotoolbox AV1 video encoding is almost too good to be true

I've been transcoding videos on handbrake using AV1 which I think is the latest encoder. AV1 on the Mac is often incredibly efficient. I'm talking 3gb -> 300mb efficient. Even tougher material with ...
ascopubs.org

Next-generation U-Net Encoder: Decoder for accurate, automated CTC detection from images of peripheral blood nucleated cells stained with EPCAM and DAPI.

Beyond tumor-shed markers: AI driven tumor-educated polymorphonuclear granulocytes monitoring for multi-cancer early detection. Clinical outcomes of a prospective multicenter study evaluating a ...
Digi Times

Cypress Technology launches new 1G bandwidth AV over IP solution, enabling seamless collaboration in high-performance environments

As audiovisual (AV) and IT technologies continue to converge, AV over IP has become one of the best solutions for modern AV integration. By converting AV signals into standard network packets for ...
Forbes

A Privacy-Preserving On-Device Design For Wearable AI

As AI glasses like Ray-Ban Meta gain popularity, wearable AI devices are receiving increased attention. These devices excel at providing voice-based AI assistance and can see what users see, helping ...
techtimes

Advancing Multimodal AI for Integrated Understanding and Generation

Abstract: Advancing Multimodal AI for Integrated Understanding and Generation explores the transformative potential of multimodal artificial intelligence (AI), which integrates diverse data types such ...
GitHub

Encoder Pretrained Weight #8

Thank you for your excellent work on this project! I have a question regarding the released weights: do they include the VAE encoder? When I ran the model, it appeared that the encoder only generated ...
IEEE

Entropy-Constrained VQ-VAE for Deep-Learning-Based CSI Feedback

Abstract: Deep-learning (DL)-based channel state information (CSI) feedback has attracted a great deal of attention due to its effectiveness in compressing CSI in massive multiple-input ...