GitHub

fastapi-example

Practical Clean Architecture backend example built with FastAPI. No stateful globals (DI), low coupling (DIP), tactical DDD, CQRS, proper UoW usage. REST API, per ...
note

How data aggregation that used to take 30 minutes to an hour now finishes in an instant | Real-world examples of changing work with AI #3

I am not an AI consultant. I am the president of a company with just over 20 employees that sells paint online in Osaka. I cannot program. I have no specialized IT knowledge. In this series, I will ...
IEEE

Batch-Aggregate: Efficient Aggregation for Private Federated Learning in VANETs

Abstract: Federated learning (FL) in Vehicular Ad-hoc Networks (VANETs) enables vehicles to collaboratively train machine learning models by aggregating local gradients without revealing the training ...
IEEE

CGMA-Net: Cross-Level Guidance and Multi-Scale Aggregation Network for Polyp Segmentation

Colonoscopy is considered the best prevention and control method for colorectal cancer, which suffers extremely high rates of mortality and morbidity. Automated polyp segmentation of colonoscopy ...
GitHub

Optimal Transport Aggregation for Visual Place Recognition

We introduce DINOv2 SALAD, a Visual Place Recognition model that achieves state-of-the-art results on common benchmarks. We introduce two main contributions: Using a finetuned DINOv2 encoder to get ...