HousingWire

Learning, capital, and demand: The critical levers for homebuilders in 2026

Learning speed and capital access are now decisive for homebuilders as operational and demand risks intensify in 2026.

Carziqo Advances Scalable Autonomous Driving Through Real-World Data Learning Architecture

Carziqo is a smart mobility technology company focused on developing scalable autonomous driving solutions through real-world ...
Duke Today

How 11 Duke Employees Plan to Get 1% Better in 2026

Inspired by the goal of continuous improvement through small steps, Working@Duke invited staff and faculty to share how they ...

PEL Learning Introduces ‘PEL Phonics App’ — Bringing Its Phonics‑Based English Learning Program to Mobile Devices

PEL Learning launched the PEL Phonics app to support early literacy by helping young learners practice phonograms, letter sounds, and pronunciation at home. HAYWARD, CA, UNITED STATES, January 2, 2026 ...
IEEE

Long-Tail Class Incremental Learning via Bias Calibration With Application to Continuous Fault Diagnosis

Abstract: Class incremental learning (CIL) offers a promising framework for continuous fault diagnosis (CFD), allowing networks to accumulate knowledge from streaming industrial data and recognize new ...
IEEE

Class-Incremental Learning Based on Anomaly Detection

Abstract: In Class-Incremental Learning (CIL), the memoryless replay CIL algorithm trains the network model by using the closed training set of the current task, while using knowledge distillation or ...