261 citations · 444 across the 32 of their papers we have counts for
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cs.CL2018★ 18 cited
Adversarial Contrastive Estimation
Avishek Joey Bose, Huan Ling, Yanshuai Cao
Learning by contrasting positive and negative samples is a general strategy adopted by many methods. Noise contrastive estimation (NCE) for word embeddings and translating embeddin…
cs.CV2018★ 22 cited
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++
David Acuna, Huan Ling, Amlan Kar +1
Manually labeling datasets with object masks is extremely time consuming. In this work, we follow the idea of Polygon-RNN to produce polygonal annotations of objects interactively…