Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders Paper • 2601.16208 • Published 9 days ago • 51
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge Paper • 2601.08808 • Published 18 days ago • 38
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 63
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 97
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published Dec 18, 2025 • 85
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published Dec 8, 2025 • 77
Training Foundation Models on a Full-Stack AMD Platform: Compute, Networking, and System Design Paper • 2511.17127 • Published Nov 21, 2025 • 2
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Paper • 2511.08577 • Published Nov 11, 2025 • 107
RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments Paper • 2511.07317 • Published Nov 10, 2025 • 16