Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector

no code implementations • 5 Feb 2024 • Yuqian Fu, Yu Wang, Yixuan Pan, Lian Huai, Xingyu Qiu, Zeyu Shangguan, Tong Liu, Yanwei Fu, Luc van Gool, Xingqun Jiang

This paper studies the challenging cross-domain few-shot object detection (CD-FSOD), aiming to develop an accurate object detector for novel domains with minimal labeled examples.

Cross-Domain Few-Shot Few-Shot Object Detection +3

A Data-Driven Analytical Framework of Estimating Multimodal Travel Demand Patterns using Mobile Device Location Data

no code implementations • 8 Dec 2020 • Chenfeng Xiong, Aref Darzi, Yixuan Pan, Sepehr Ghader, Lei Zhang

Then a jointly trained single-layer model and deep neural network for travel mode imputation is developed.

Attribute Imputation