Yuesheng Zhu

Efficient Querying from Weighted Binary Codes

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

Binary codes are widely used to represent the data due to their small storage and efficient computation. However, there exists an ambiguity problem that lots of binary codes share the same Hamming distance to a …

FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation

2024 · arXiv (Cornell University)

Medical image segmentation is crucial for clinical diagnosis. The Segmentation Anything Model (SAM) serves as a powerful foundation model for visual segmentation and can be adapted for medical image segmentation. However, medical imaging data typically …

Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling

2024 · arXiv (Cornell University)

Human evaluation is viewed as a reliable evaluation method for NLG which is expensive and time-consuming. To save labor and costs, researchers usually perform human evaluation on a small subset of data sampled from the …