AI Native Daily Paper Digest – 20250120
1. Evolving Deeper LLM Thinking 
Keywords: Mind Evolution, Inference time compute, Language model, Natural language planning 
Category: Natural Language Processing […]
AI Native Daily Paper Digest – 20250117
1. Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps Keywords: Generative Models, Large Language Models, Diffusion Models, Inference-time Scaling […]
AI Native Daily Paper Digest – 20250116
1. Towards Best Practices for Open Datasets for LLM Training Keywords: Copyright, Legal Challenges, AI Models, Transparency, Open Access Category: […]
AI Native Daily Paper Digest – 20250115
1. MiniMax-01: Scaling Foundation Models with Lightning Attention Keywords: MiniMax-01, Lightning Attention, Mixture of Experts, Vision-Language Model Category: Generative Models […]
AI Native Daily Paper Digest – 20250114
1. The Lessons of Developing Process Reward Models in Mathematical Reasoning Keywords: Process Reward Models, Large Language Models, Monte Carlo estimation, […]
AI Native Daily Paper Digest – 20250113
1. VideoRAG: Retrieval-Augmented Generation over Video Corpus Keywords: Retrieval-Augmented Generation, Multi-Modal Learning, VideoRAG, Large Video Language Models, Video Integration Category: […]
AI Native Daily Paper Digest – 20250110
1. The GAN is dead; long live the GAN! A Modern GAN Baseline Keywords: GAN Loss, Regularization, AI Native, Modernization, R3GAN […]
AI Native Daily Paper Digest – 20250109
1. rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Keywords: Small Language Models, Math Reasoning, Monte Carlo Tree […]
AI Native Daily Paper Digest – 20250108
1. REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Keywords: Reinforcement Learning, Human Feedback, REINFORCE++, Proximal Policy Optimization, […]
AI Native Daily Paper Digest – 20250107
1. STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution Keywords: Video Super-Resolution, Temporal Consistency, T2V Models, GAN, Artifacts […]
AI Native Daily Paper Digest – 20250106
1. EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation Keywords: EnerVerse, robotic manipulation, Free Anchor View, 4D Gaussian Splatting, sim-to-real gap […]
AI Native Daily Paper Digest – 20250103
1. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Keywords: Vision-Language Models, Multimodal Textbook, Instructional Videos, Image-Text Alignment […]