Papers

Today’s digest highlights intriguing breakthroughs from notable models like DeepSeek and Llama, exploring new dimensions of multimodal reasoning and long-context…

Today’s digest highlights intriguing advancements from Qwen and Claude, focusing on their latest developments in multimodal reasoning. This set of…

Today’s digest highlights key developments involving well-known models like GPT and Claude. The overarching theme focuses on advancements in multimodal…

1. Weak-to-Strong Generalization via Direct On-Policy Distillation 🔑 Keywords: Direct On-Policy Distillation, Reinforcement Learning, policy shift, implicit reward 💡 Category:…

1. Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading 🔑 Keywords: Long-Horizon-Terminal-Bench, task decomposition,…

1. Vidu S1: A Real-Time Interactive Video Generation Model 🔑 Keywords: Vidu S1, real-time video generation, voice control, TurboDiffusion, consumer…

1. Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning 🔑 Keywords: SciReasoner, Multimodal Scientific Foundation Model, Structural…

1. RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation 🔑 Keywords: 4D world model, RGB-DF, RynnWorld-4D, Robotics and Autonomous Systems,…

1. OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers 🔑 Keywords: OmniOpt, Optimizer Selection, Large-Scale Model Training, Norm-Constrained Linear Minimization…