Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning

Documenti analoghi

• Linearly Separable Features in Shallow Nonlinear Networks: Width Scales Polynomially with Intrinsic Data Dimension
  di: Xu, Alec S., et al.
  Pubblicazione: (2025)
• Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
  di: Cai, Rui, et al.
  Pubblicazione: (2025)
• Deep Multimodal Learning with Missing Modality: A Survey
  di: Wu, Renjie, et al.
  Pubblicazione: (2024)
• Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP
  di: Eslami, Sedigheh, et al.
  Pubblicazione: (2024)
• Token Activation Map to Visually Explain Multimodal LLMs
  di: Li, Yi, et al.
  Pubblicazione: (2025)