2 papers
cs.CV2018
Learning Embeddings for Product Visual Search with Triplet Loss and Online Sampling
Eric Dodds, Huy Nguyen, Simao Herdade +3
In this paper, we propose learning an embedding function for content-based image retrieval within the e-commerce domain using the triplet loss and an online sampling method that co…
cs.CV2018
VISER: Visual Self-Regularization
Hamid Izadinia, Pierre Garrigues
In this work, we propose the use of large set of unlabeled images as a source of regularization data for learning robust visual representation. Given a visual model trained by a la…