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• Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
  2025 · 97 citations
• Classification Done Right for Vision-Language Pre-Training
  2024 · 2 citations
• UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
  2025
• When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
  2025
• Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks
  2023
• mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
  2023
• mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
  2023
• MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
  2024
• LLaVA-Critic: Learning to Evaluate Multimodal Models
  2024