Papers

• Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training (2026)
  Peng Sun et al.
  1.94
• ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling (2026)
  Yawen Luo et al.
  1.94
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer (2026)
  Haoyi Zhu et al.
  1.94
• LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning (2026)
  Mengmeng Ji et al.
  1.94
• AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting (2025)
  Shijue Huang et al.
  1.28
• Ask-to-Clarify: Resolving Instruction Ambiguity through Multi-turn Dialogue (2025)
  Xingyao Lin et al.
  1.28
• CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning (2025)
  Long Xing et al.
  1.28
• Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation (2025)
  Chenghao Zhang et al.
  1.28
• V-Thinker: Interactive Thinking with Images (2025)
  Runqi Qiao et al.
  1.28
• MIRA: Multimodal Iterative Reasoning Agent for Image Editing (2025)
  Ziyun Zeng et al.
  1.28
• OpenREAD: Reinforced Open-Ended Reasoing for End-to-End Autonomous Driving with LLM-as-Critic (2025)
  Songyan Zhang et al.
  1.28
• VIMI: Grounding Video Generation through Multi-modal Instruction (2024)
  Yuwei Fang et al.
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