3 papers
cs.CV2026
Residual Optimal Transport-Based Experts Collaboration Towards Modality-Aware Infrared-Visible Object Detection
Yue Zhao, Hua Yu, Yukun Zhao +6
Infrared-visible object detection (IVOD) integrates complementary evidence from visible and infrared sensors for reliable perception in challenging scenes. In practice, sensors may…
cs.LG2024
FAGH: Accelerating Federated Learning with Approximated Global Hessian
Mrinmay Sen, A. K. Qin, Krishna Mohan C
In federated learning (FL), the significant communication overhead due to the slow convergence speed of training the global model poses a great challenge. Specifically, a large num…
cs.CV2024
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation
Binyan Hu, A. K. Qin
Medical image segmentation has been significantly advanced by deep learning (DL) techniques, though the data scarcity inherent in medical applications poses a great challenge to DL…