182 citations · 574 across the 46 of their papers we have counts for
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cs.CV2017★ 27 cited
Unsupervised Representation Learning by Sorting Sequences
Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh +1
We present an unsupervised representation learning approach using videos without semantic labels. We leverage the temporal coherence as a supervisory signal by formulating represen…
cs.CV2017★ 10 cited
Learning Structured Semantic Embeddings for Visual Recognition
Dong Li, Hsin-Ying Lee, Jia-Bin Huang +2
Numerous embedding models have been recently explored to incorporate semantic knowledge into visual recognition. Existing methods typically focus on minimizing the distance between…