Articles tagged: "datasets"

• Jun 17, 2026

  Introducing Stratum-FFHQ: A Multi-Modal Enriched Face Dataset for the Next Generation of Generative Models

  Every researcher training generative models on faces knows the drill: download FFHQ (Karras et al., 2019), write a preprocessing pipeline, run inference with a segmentation model, compute depth maps, extract...
• Apr 20, 2026

  The Literal Value Bottleneck: Why GNN Autoencoders Fail at Code Generation

  We trained GNN autoencoders on 22,000 Ruby ASTs. The models achieved 81% node type accuracy and 99.5% type diversity, yet generated exactly 0% syntactically valid code. Here is why.