Directional Concentration Uncertainty: A representational approach to uncertainty quantification for generative models

Documenti analoghi

• SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions
  di: Horawalavithana, Sameera, et al.
  Pubblicazione: (2023)
• Back to the Barn with LLAMAs: Evolving Pretrained LLM Backbones in Finetuning Vision Language Models
  di: Horawalavithana, Sameera, et al.
  Pubblicazione: (2026)
• Surprisingly Fragile: Assessing and Addressing Prompt Instability in Multimodal Foundation Models
  di: Stewart, Ian, et al.
  Pubblicazione: (2024)
• MULTISEISMO: A Multimodal Seismic Dataset and Model for Cross-Modal Seismic Understanding
  di: Munikoti, Sai, et al.
  Pubblicazione: (2026)
• Efficient semantic uncertainty quantification in language models via diversity-steered sampling
  di: Park, Ji Won, et al.
  Pubblicazione: (2025)