164 citations · 332 across the 18 of their papers we have counts for
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cs.CV2021
Object-Region Video Transformers
Roei Herzig, Elad Ben-Avraham, Karttikeya Mangalam +5
Recently, video transformers have shown great success in video understanding, exceeding CNN performance; yet existing video transformer models do not explicitly model objects, alth…
cs.CV2021★ 1 cited
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Amir Bar, Xin Wang, Vadim Kantorov +6
Recent self-supervised pretraining methods for object detection largely focus on pretraining the backbone of the object detector, neglecting key parts of detection architecture. In…