7 citations · 23 across the 19 of their papers we have counts for
3 papers · 1 filter
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval
Mustafa Shukor, Nicolas Thome, Matthieu Cord
Vision-Language Pretraining (VLP) and Foundation models have been the go-to recipe for achieving SoTA performance on general benchmarks. However, leveraging these powerful techniqu…
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment
Mustafa Shukor, Guillaume Couairon, Matthieu Cord
Vision and Language Pretraining has become the prevalent approach for tackling multimodal downstream tasks. The current trend is to move towards ever larger models and pretraining…
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval
Mustafa Shukor, Guillaume Couairon, Asya Grechka +1
Cross-modal image-recipe retrieval has gained significant attention in recent years. Most work focuses on improving cross-modal embeddings using unimodal encoders, that allow for e…