2.4k citations · 2.5k across the 23 of their papers we have counts for
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cs.CV2016★ 13 cited
Correlation Alignment for Unsupervised Domain Adaptation
Baochen Sun, Jiashi Feng, Kate Saenko
In this chapter, we present CORrelation ALignment (CORAL), a simple yet effective method for unsupervised domain adaptation. CORAL minimizes domain shift by aligning the second-ord…
cs.CV2016★ 21 cited
Modeling Relationships in Referential Expressions with Compositional Modular Networks
Ronghang Hu, Marcus Rohrbach, Jacob Andreas +2
People often refer to entities in an image in terms of their relationships with other entities. For example, "the black cat sitting under the table" refers to both a "black cat" en…
cs.CV2016
Combining Texture and Shape Cues for Object Recognition With Minimal Supervision
Xingchao Peng, Kate Saenko
We present a novel approach to object classification and detection which requires minimal supervision and which combines visual texture cues and shape information learned from free…