Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published Dec 14, 2025 • 41
SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder Paper • 2512.11749 • Published Dec 12, 2025 • 39
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 92
Quantile Advantage Estimation for Entropy-Safe Reasoning Paper • 2509.22611 • Published Sep 26, 2025 • 118
Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play? Paper • 2509.03516 • Published Sep 3, 2025 • 12 • 2
Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective Paper • 2408.06741 • Published Aug 13, 2024 • 1
Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective Paper • 2408.06741 • Published Aug 13, 2024 • 1
Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Paper • 2303.08698 • Published Mar 15, 2023