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)

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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