179 citations · 182 across the 4 of their papers we have counts for
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cs.CV2018
Non-deterministic Behavior of Ranking-based Metrics when Evaluating Embeddings
Anguelos Nicolaou, Sounak Dey, Vincent Christlein +2
Embedding data into vector spaces is a very popular strategy of pattern recognition methods. When distances between embeddings are quantized, performance metrics become ambiguous.…
cs.CV2018
Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch
Sounak Dey, Anjan Dutta, Suman K. Ghosh +3
In this work we introduce a cross modal image retrieval system that allows both text and sketch as input modalities for the query. A cross-modal deep network architecture is formul…