3 papers
cs.CV2025
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering
Zhou Yu, Xuecheng Ouyang, Zhenwei Shao +2
Knowledge-based visual question answering (VQA) requires external knowledge beyond the image to answer the question. Early studies retrieve required knowledge from explicit knowled…
stat.ML2025
Random Forest Weighted Local Fréchet Regression with Random Objects
Rui Qiu, Zhou Yu, Ruoqing Zhu
Statistical analysis is increasingly confronted with complex data from metric spaces. Petersen and Müller (2019) established a general paradigm of Fréchet regression with complex…
cs.CL2024
Pre-Finetuning for Few-Shot Emotional Speech Recognition
Maximillian Chen, Zhou Yu
Speech models have long been known to overfit individual speakers for many classification tasks. This leads to poor generalization in settings where the speakers are out-of-domain…