2 papers
cs.CV2025
FishAI 2.0: Marine Fish Image Classification with Multi-modal Few-shot Learning
Chenghan Yang, Peng Zhou, Dong-Sheng Zhang +3
Traditional marine biological image recognition faces challenges of incomplete datasets and unsatisfactory model accuracy, particularly for few-shot conditions of rare species wher…
cs.CV2024
FLIER: Few-shot Language Image Models Embedded with Latent Representations
Zhinuo Zhou, Peng Zhou, Xiaoyong Pan
As the boosting development of large vision-language models like Contrastive Language-Image Pre-training (CLIP), many CLIP-like methods have shown impressive abilities on visual re…