Alec S. Xu

According to our database, Alec S. Xu authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention.

Can Yaras, Alec S. Xu, Pierre Abillama, Changwoo Lee, Laura Balzano

CoRR, May, 2025

Out-of-Distribution Generalization of In-Context Learning: A Low-Dimensional Subspace Perspective.

Soo Min Kwon, Alec S. Xu, Can Yaras, Laura Balzano, Qing Qu

CoRR, May, 2025

Understanding How Nonlinear Layers Create Linearly Separable Features for Low-Dimensional Data.

Alec S. Xu, Can Yaras, Peng Wang, Qing Qu

CoRR, January, 2025

2024

Self-Supervised Edge Detection Reconstruction for Topology-Informed 3D Axon Segmentation and Centerline Detection.

Alec S. Xu, Nina I. Shamsi, Lars A. Gjesteby, Laura J. Brattain

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection using Geometric Assessment-driven Topological Smoothing (GATS).

Nina I. Shamsi, Alec S. Xu, Lars A. Gjesteby, Laura J. Brattain

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

HeMPPCAT: Mixtures of Probabilistic Principal Component analysers for data with heteroscedastic noise.

Alec S. Xu, Laura Balzano, Jeffrey A. Fessler

Proceedings of the IEEE International Conference on Acoustics, 2023

Optimizing MobileNet Algorithms for Real-time Vessel Detection on Smartphones.

Lars A. Gjesteby, Ellie Haber, Shoyo Hakozaki, Alec S. Xu, Nancy DeLosa, Benjamin W. Roop, Joshua Werblin, Brian A. Telfer, Laura J. Brattain

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023