3 papers
cs.CV2020
Single Shot Video Object Detector
Jiajun Deng, Yingwei Pan, Ting Yao +3
Single shot detectors that are potentially faster and simpler than two-stage detectors tend to be more applicable to object detection in videos. Nevertheless, the extension of such…
cs.CV2020
Adaptive Offline Quintuplet Loss for Image-Text Matching
Tianlang Chen, Jiajun Deng, Jiebo Luo
Existing image-text matching approaches typically leverage triplet loss with online hard negatives to train the model. For each image or text anchor in a training mini-batch, the m…
cs.CV2019
Relation Distillation Networks for Video Object Detection
Jiajun Deng, Yingwei Pan, Ting Yao +3
It has been well recognized that modeling object-to-object relations would be helpful for object detection. Nevertheless, the problem is not trivial especially when exploring the i…