From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published May 27 • 76
DVD: Deterministic Video Depth Estimation with Generative Priors Paper • 2603.12250 • Published Mar 12 • 28
Learning Latent Proxies for Controllable Single-Image Relighting Paper • 2603.15555 • Published Mar 16 • 8
OpenSubject: Leveraging Video-Derived Identity and Diversity Priors for Subject-driven Image Generation and Manipulation Paper • 2512.08294 • Published Dec 9, 2025 • 18
4DLangVGGT: 4D Language-Visual Geometry Grounded Transformer Paper • 2512.05060 • Published Dec 4, 2025 • 19
Temporal Regularization Makes Your Video Generator Stronger Paper • 2503.15417 • Published Mar 19, 2025 • 22
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization Paper • 2503.08619 • Published Mar 11, 2025 • 20
