News

FLUX.1 Kontext enables in-context image generation for enterprise AI pipelines
FLUX.1 Kontext from Black Forest Labs aims to let users edit images multiple times through both text and reference images without losing speed.
Mistral AI launches code embedding model, claims edge over OpenAI and Cohere
However, analysts note that the real-world impact of such models will require validation beyond initial benchmark results.
Mistral launches new code embedding model that outperforms OpenAI and Cohere in real-world retrieval tasks
Mistral's Codestral Embed will help make RAG use cases faster and find duplicate code segments using natural language.
Memory for the machine: How vector databases power the next generation of AI assistants
The vector database market is experiencing rapid growth, with projections estimating it will reach $10.6 billion by 2032, ...
IEEE5d
Commonality Autoencoder: Learning Common Features for Change Detection From Heterogeneous Images
The CAE can eliminate a large part of redundancies in two heterogeneous images and obtain more consistent feature representations. The proposed commonality autoencoder has the ability to discover ...
AEC Magazine3d
AI and design culture (part 1)
How is AI shaping architectural design? Keir Regan-Alexander explores the opportunities and tensions between creativity and ...
IEEE6d
Multiscale Variational Autoencoder Aided Convolutional Neural Network for Pose Estimation of Tunneling Machine Using a Single Monocular Image
A monocular camera is attached to the tunneling machine, and employed to capture the images of the artificial feature object that is set far behind the tunneling machine. A novel multiscale ...
GitHub1d
Pytorch implementation for image compression and reconstruction via autoencoder
This is an autoencoder with cylic loss and coding parsing loss for image compression and reconstruction. Network backbone is simple 3-layer fully conv (encoder) and symmetrical for decoder. Finally it ...