papers
Publications (4)
cs.CY2015
Easy steps towards a sane IT policy in hospitals
Edouard Klein
cs.CV2019
Efficient Codebook and Factorization for Second Order Representation Learning
Pierre Jacob, David Picard, Aymeric Histace +1
cs.CV2018
Leveraging Implicit Spatial Information in Global Features for Image Retrieval
Pierre Jacob, David Picard, Aymeric Histace +1
cs.CV2019
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings
Pierre Jacob, David Picard, Aymeric Histace +1
The paper introduces HORDE, a distribution-aware regularizer that reduces scattering of deep image features by enforcing locally consistent feature distributions, improving metric…
#metric learning#deep embeddings#regularization#image retrieval