Jiayi Ni

According to our database, Jiayi Ni authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching.

Haiyue Zu, Jun Ge, Heting Xiao, Jile Xie, Zhangzhe Zhou, Yifan Meng, Jiayi Ni, Junjie Niu, Linlin Zhang, Li Ni, Huilin Yang

CoRR, March, 2025

Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks.

Siddharth Joshi, Jiayi Ni, Baharan Mirzasoleiman

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation.

Jiayi Ni, Senqiao Yang, Ran Xu, Jiaming Liu, Xiaoqi Li, Wenyu Jiao, Zehui Chen, Yi Liu, Shanghang Zhang

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Investigating the Benefits of Projection Head for Representation Learning.

Yihao Xue, Eric Gan, Jiayi Ni, Siddharth Joshi, Baharan Mirzasoleiman

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

High-speed anomaly traffic detection based on staged frequency domain features.

Jiayi Ni, Wei Chen, Jiacheng Tong, Haiyong Wang, Lifa Wu

J. Inf. Secur. Appl., September, 2023

Distribution-Aware Continual Test Time Adaptation for Semantic Segmentation.

Jiayi Ni, Senqiao Yang, Jiaming Liu, Xiaoqi Li, Wenyu Jiao, Ran Xu, Zehui Chen, Yi Liu, Shanghang Zhang

CoRR, 2023