High-Fidelity Two-Step Image Generation via Teacher-Aligned End-to-End Distillation Paper • 2606.12575 • Published 3 days ago • 7
Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions Paper • 2606.09076 • Published 5 days ago • 55
Direct 3D-Aware Object Insertion via Decomposed Visual Proxies Paper • 2606.06601 • Published 9 days ago • 26
Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions Paper • 2606.09076 • Published 5 days ago • 55
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 233
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Paper • 2605.05204 • Published May 6 • 27
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Paper • 2605.05204 • Published May 6 • 27
Mutual Forcing: Dual-Mode Self-Evolution for Fast Autoregressive Audio-Video Character Generation Paper • 2604.25819 • Published Apr 28 • 17
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published Apr 15 • 165
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning Paper • 2601.14750 • Published Jan 21 • 18
view article Article Transformers v5: Simple model definitions powering the AI ecosystem +2 lysandre, ArthurZ, cyrilvallez, reach-vb • Dec 1, 2025 • 311
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Paper • 2503.23580 • Published Mar 30, 2025 • 1
Distribution Matching Distillation Meets Reinforcement Learning Paper • 2511.13649 • Published Nov 17, 2025 • 6
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer Paper • 2511.22699 • Published Nov 27, 2025 • 246
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield Paper • 2511.22677 • Published Nov 27, 2025 • 35
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield Paper • 2511.22677 • Published Nov 27, 2025 • 35
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer Paper • 2511.22699 • Published Nov 27, 2025 • 246