Nailong Zhao

Training-Free Class Purification for Open-Vocabulary Semantic Segmentation

Fine-tuning pre-trained vision-language models has emerged as a powerful approach for enhancing open-vocabulary semantic segmentation (OVSS). However, the substantial computational and resource demands associated with training on large datasets have prompted interest in training-free methods for OVS…