GitHub

Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain Generalization @ ISBI 2026

Deep learning models in medical image analysis often struggle with generalizability across domains and demographic groups due to data heterogeneity and scarcity. Traditional augmentation improves ...
IEEE

BNResNet: Batch Normalization-Inspired Deep Bottleneck Residual Architecture for Aerial Scene Recognition in Low-Contrast Remote Sensing Images

Abstract: Remote sensing (RS) images are evolving daily for their applications in surveillance, planned urbanization, law enforcement, climate change detection, agriculture, and monitoring ...
The Next Web

AI training efficiency: From Throughput to Goodput

Pretraining a modern large language model (LLM), often with ~100B parameters or more, typically involves thousands of ...
IEEE

Adaptive Batch Normalization with Latency-Aware Edge Computing in Self-Organizing Networks for Optimizing IoT Performance in Critical Applications

Abstract: The rapid growth of Internet of Things (IoT) devices in critical applications, such as healthcare and autonomous vehicles, necessitates ultra-low latency and high reliability. The rapid ...
GitHub

Dual-Flow

[2025-10-18]: The code and models have been released! We have improved the training resolution of the models and achieved better results compared to the original paper. Both old weights (for ...