A Principled Framework for Multi-View Contrastive Learning

Documenti analoghi

• Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
  di: Koromilas, Panagiotis, et al.
  Pubblicazione: (2024)
• Neural Collapse by Design: Learning Class Prototypes on the Hypersphere
  di: Koromilas, Panagiotis, et al.
  Pubblicazione: (2026)
• Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis
  di: Kouzelis, Theodoros, et al.
  Pubblicazione: (2024)
• Environment-Aware Satellite Image Generation with Diffusion Models
  di: Kostagiolas, Nikos, et al.
  Pubblicazione: (2025)
• PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding
  di: Koromilas, Panagiotis, et al.
  Pubblicazione: (2026)