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Deep Cross-modal Retrieval

Stacked Cross Attention for Image-Text Matching, ECCV 2018. [paper] [code]

Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching, IJCAI 2019. [paper]

Position Focused Attention Network for Image-Text Matching, IJCAI 2019. [paper] [code]

Visual Semantic Reasoning for Image-Text Matching, ICCV 2019. [paper] [code]

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval, ICCV 2019. [paper] [code]

Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching, ACM MM 2019. [paper]

Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval, WACV 2020. [paper]

Multi-Modality Cross Attention Network for Image and Sentence Matching, CVPR 2020. [paper]

IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval, CVPR 2020. [paper] [code]

Context-Aware Attention Network for Image-Text Retrieval, CVPR 2020. [paper]

Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching, AAAI 2020. [paper]

Similarity Reasoning and Filtration for Image-Text Matching, AAAI 2021. [paper] [code]

Deep Cross-modal Hashing Retrieval

Deep Cross-Modal Hashing, CVPR 2017. [paper] [code]

Deep visual-semantic hashing for cross-modal retrieval, KDD 2016. [paper]

Pairwise relationship guided deep hashing for cross-modal retrieval, AAAI 2017. [paper]

Self-supervised adversarial hashing networks for cross-modal retrieval, CVPR 2018. [paper]

Cross-Modal Hamming Hashing, ECCV 2018. [paper]

Attention-aware deep adversarial hashing for cross-modal retrieval, ECCV 2018. [paper]

Triplet-Based Deep Hashing Network for Cross-Modal Retrieval, TIP 2018. [paper]

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