137 citations · 224 across the 13 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019★ 6 cited
Learning from Noisy Anchors for One-stage Object Detection
Hengduo Li, Zuxuan Wu, Chen Zhu +3
State-of-the-art object detectors rely on regressing and classifying an extensive list of possible anchors, which are divided into positive and negative samples based on their inte…
stat.ML2019★ 137 cited
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
Chen Zhu, W. Ronny Huang, Ali Shafahi +4
Clean-label poisoning attacks inject innocuous looking (and "correctly" labeled) poison images into training data, causing a model to misclassify a targeted image after being train…
cs.CV2019★ 33 cited
An Analysis of Pre-Training on Object Detection
Hengduo Li, Bharat Singh, Mahyar Najibi +2
We provide a detailed analysis of convolutional neural networks which are pre-trained on the task of object detection. To this end, we train detectors on large datasets like OpenIm…