Unified Source-Free Domain Adaptation: Latent Causal Factors Discovery

The author introduces a unified Source-Free Domain Adaptation problem and proposes a novel approach called Latent Causal Factors Discovery (LCFD) to address it. By focusing on causality relationships between latent variables and model decisions, LCFD aims to enhance model reliability against domain shifts.