Ray Serve's async inference feature was used to build a video-indexing service that returns a task ID immediately and processes videos in the background, with the IndexingIngress deployment enqueuing …
A new tutorial from StarTrail-org introduces PixelRAG, a pixel-native retrieval-augmented generation pipeline that renders web pages and PDFs as images, divides them into overlapping tiles, and genera…
Researchers from Apple propose FAE (Feature Auto-Encoder), a framework that adapts pre-trained visual encoders like DINO and SigLIP for image generation using as little as a single attention layer. On…
Researchers have identified three core principles—divisibility, transferability, and stability—that govern compositional generalization in AI models, revealing that linear structures in neural represe…
Apple's EgoDex hand-manipulation dataset can now be queried using natural language and geometric features via Daft, an open-source data framework. The approach combines SigLIP semantic embeddings with…
A unified evaluation of twelve deep learning models for binary skin cancer detection on the PAD-UFES-20 dataset found that well-tuned CNNs provide strong baselines, but transformer-based families cons…