2 papers
cs.LG2025
EnfoPath: Energy-Informed Analysis of Generative Trajectories in Flow Matching
Ziyun Li, Ben Dai, Huancheng Hu +2
Flow-based generative models synthesize data by integrating a learned velocity field from a reference distribution to the target data distribution. Prior work has focused on endpoi…
stat.ML2025
RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment Approximation
Zixun Wang, Ben Dai
Semantic segmentation labels each pixel in an image with its corresponding class, and is typically evaluated using the Intersection over Union (IoU) and Dice metrics to quantify th…