Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published 24 days ago • 40
SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder Paper • 2512.11749 • Published 25 days ago • 38
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 88
Quantile Advantage Estimation for Entropy-Safe Reasoning Paper • 2509.22611 • Published Sep 26, 2025 • 118
Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective Paper • 2408.06741 • Published Aug 13, 2024 • 1
Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play? Paper • 2509.03516 • Published Sep 3, 2025 • 11
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Paper • 2503.07392 • Published Mar 10, 2025 • 2