8 citations · 10 across the 3 of their papers we have counts for
3 papers
A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation
Omar Seddati, Nathan Hubens, Stéphane Dupont +1
Sketch-Based Image Retrieval (SBIR) is a crucial task in multimedia retrieval, where the goal is to retrieve a set of images that match a given sketch query. Researchers have alrea…
Transformers and CNNs both Beat Humans on SBIR
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi +1
Sketch-based image retrieval (SBIR) is the task of retrieving natural images (photos) that match the semantics and the spatial configuration of hand-drawn sketch queries. The unive…
Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation
Jean-Benoit Delbrouck, Stéphane Dupont, Omar Seddati
In Multimodal Neural Machine Translation (MNMT), a neural model generates a translated sentence that describes an image, given the image itself and one source descriptions in Engli…