CycleMatch: A Cycle-consistent Embedding Network for Image-Text Matching

•A novel deep cycle-consistent embedding network (CycleMatch) for image-text matching.•Maintain both inter-modal correlations and intra-modal consistency.•Late-fusion approaches to efficiently integrate the matching scores of multiple embedding features.•Competitive with the state-of-the-art performance on two well-known multimodal benchmarks.