AlignZeg: Mitigating Objective Misalignment for Improved Zero-shot Semantic Segmentation

To mitigate the objective misalignment issue in zero-shot semantic segmentation, AlignZeg employs a comprehensive approach including Mutually-Refined Proposal Extraction, Generalization-Enhanced Proposal Classification, and Predictive Bias Correction, leading to significant improvements in unseen class recognition.