Papers

• Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition (2026)
  Tanmay Joshi et al.
  1.94
• THINKSAFE: Self-Generated Safety Alignment for Reasoning Models (2026)
  Seanie Lee et al.
  1.94
• Believe Your Model: Distribution-Guided Confidence Calibration (2026)
  Xizhong Yang et al.
  1.94
• Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL (2026)
  Sudong Wang et al.
  1.83
• LUMINA: Detecting Hallucinations in RAG System with Context-Knowledge Signals (2025)
  Min-Hsuan Yeh et al.
  1.28
• VA-π: Variational Policy Alignment for Pixel-Aware Autoregressive Generation (2025)
  Xinyao Liao et al.
  1.28
• How to Synthesize Text Data without Model Collapse? (2024)
  Xuekai Zhu et al.
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