2 papers
cs.CV2025
ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection
Hong Lu, Yali Bian, Rahul C. Shah
High-quality annotations are essential for object detection models, but ensuring label accuracy - especially for bounding boxes - remains both challenging and costly. This paper in…
cs.HC2024
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning
Yali Bian, Rebecca Faust, Chris North
An increasing number of studies have utilized interactive deep learning as the analytic model of visual analytics systems for complex sensemaking tasks. In these systems, tradition…