2 papers
cs.CV2026
CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processing
Jianfei Li, Ines Rosellon-Inclan, Gitta Kutyniok +1
Deep learning-based methods have recently achieved significant success in image reconstruction problems. However, challenges have emerged, as these methods may generate unrealistic…
cs.CL2025
CPC-CMS: Cognitive Pairwise Comparison Classification Model Selection Framework for Document-level Sentiment Analysis
Jianfei Li, Kevin Kam Fung Yuen
This study proposes the Cognitive Pairwise Comparison Classification Model Selection (CPC-CMS) framework for document-level sentiment analysis. The CPC, based on expert knowledge j…