2 papers
cs.LG2018
Learning Hash Codes via Hamming Distance Targets
Martin Loncaric, Bowei Liu, Ryan Weber
We present a powerful new loss function and training scheme for learning binary hash codes with any differentiable model and similarity function. Our loss function improves over pr…
cs.CV2018
Convolutional Hashing for Automated Scene Matching
Martin Loncaric, Bowei Liu, Ryan Weber
We present a powerful new loss function and training scheme for learning binary hash functions. In particular, we demonstrate our method by creating for the first time a neural net…