Machine learning is an integral part of high-stakes decision-making in a broad swath of human-computer interactions. You ...

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

The team’s most dynamic player, Fernando Tatis Jr., had gone hitless in another loss that featured another underwhelming ...

Our SMoE-Stereo framework fuses Vision Foundation Models (VFMs) with a Selective-MoE design to unlock robust stereo matching at minimal computational cost. Its standout features are 😄 : Our SMoE ...

The core prerequisite of most modern trackers is a motion assumption, defined as predicting the current location in a limited search region centering at the previous prediction. For clarity, the ...

Deep reinforcement learning (DRL) has emerged as a promising solution for autonomous operations of autonomous aerial vehicles (AAVs) in unknown environments. However, learning to navigate and avoid ...

This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as ...