Author: insights

1. Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps 🔑 Keywords: Generative Models, Large Language Models, Diffusion Models, Inference-time Scaling 💡 […]

1. Towards Best Practices for Open Datasets for LLM Training 🔑 Keywords: Copyright, Legal Challenges, AI Models, Transparency, Open Access 💡 Category: […]

1. MiniMax-01: Scaling Foundation Models with Lightning Attention 🔑 Keywords: MiniMax-01, Lightning Attention, Mixture of Experts, Vision-Language Model 💡 Category: Generative Models […]

1. The Lessons of Developing Process Reward Models in Mathematical Reasoning 🔑 Keywords: Process Reward Models, Large Language Models, Monte Carlo estimation, […]

1. VideoRAG: Retrieval-Augmented Generation over Video Corpus 🔑 Keywords: Retrieval-Augmented Generation, Multi-Modal Learning, VideoRAG, Large Video Language Models, Video Integration 💡 Category: […]

1. The GAN is dead; long live the GAN! A Modern GAN Baseline 🔑 Keywords: GAN Loss, Regularization, AI Native, Modernization, R3GAN […]

1. rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking 🔑 Keywords: Small Language Models, Math Reasoning, Monte Carlo Tree […]

1. REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models 🔑 Keywords: Reinforcement Learning, Human Feedback, REINFORCE++, Proximal Policy Optimization, […]

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 💡 […]

1. EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation 🔑 Keywords: EnerVerse, robotic manipulation, Free Anchor View, 4D Gaussian Splatting, sim-to-real gap […]

1. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining 🔑 Keywords: Vision-Language Models, Multimodal Textbook, Instructional Videos, Image-Text Alignment 💡 […]

1. OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis 🔑 Keywords: Vision-Language Models, GUI agents, OS-Genesis, GUI data synthesis 💡 […]