Deep Triplet Quantization

1 Feb 2019Bin LiuYue CaoMingsheng LongJianmin WangJingdong Wang

Deep hashing establishes efficient and effective image retrieval by end-to-end learning of deep representations and hash codes from similarity data. We present a compact coding solution, focusing on deep learning to quantization approach that has shown superior performance over hashing solutions for similarity retrieval... (read more)

PDF Abstract

Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Quantization CIFAR-10 DTQ MAP 0.792 # 1
Image Retrieval NUS-WIDE DTQ MAP 0.801 # 1