GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 5 days ago • 162
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation Paper • 2601.02204 • Published 8 days ago • 56
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows Paper • 2512.16969 • Published 26 days ago • 112
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published 26 days ago • 83
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published 30 days ago • 40
SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder Paper • 2512.11749 • Published Dec 12, 2025 • 38
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows Paper • 2512.05150 • Published Dec 3, 2025 • 74
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer Paper • 2511.22699 • Published Nov 27, 2025 • 225
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 249
Scaling Spatial Intelligence with Multimodal Foundation Models Paper • 2511.13719 • Published Nov 17, 2025 • 46
Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation Paper • 2511.14993 • Published Nov 19, 2025 • 228
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Paper • 2511.13254 • Published Nov 17, 2025 • 136
A Style is Worth One Code: Unlocking Code-to-Style Image Generation with Discrete Style Space Paper • 2511.10555 • Published Nov 13, 2025 • 61
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Paper • 2511.08577 • Published Nov 11, 2025 • 105
TiDAR: Think in Diffusion, Talk in Autoregression Paper • 2511.08923 • Published Nov 12, 2025 • 122
One Small Step in Latent, One Giant Leap for Pixels: Fast Latent Upscale Adapter for Your Diffusion Models Paper • 2511.10629 • Published Nov 13, 2025 • 125