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cs.CV2022★ 1 cited
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection
Kyle Buettner, Adriana Kovashka
Contrastive learning has emerged as a competitive pretraining method for object detection. Despite this progress, there has been minimal investigation into the robustness of contra…
cs.CV2022
Weakly-Supervised Action Detection Guided by Audio Narration
Keren Ye, Adriana Kovashka
Videos are more well-organized curated data sources for visual concept learning than images. Unlike the 2-dimensional images which only involve the spatial information, the additio…