Latest Research in Multimodal Retrieval Systems

Top Research Topics in Multimodal Retrieval Systems

• Computer Vision and Pattern Recognition — 13 papers
• Information Retrieval — 4 papers
• Multimodal Machine Learning Applications — 3 papers
• Advanced Image and Video Retrieval Techniques — 3 papers
• Machine Learning — 2 papers
• Medical Imaging Techniques and Applications — 1 papers
• Public Relations and Crisis Communication — 1 papers
• Robotics — 1 papers
• Image Retrieval and Classification Techniques — 1 papers
• Multimedia — 1 papers

Highest-Cited Papers

1. Enhancing Video Captioning with Global Transformer and Beetle Optimization Techniques
2. Attention-enhanced vision transformer hashing for hybrid image retrieval
3. Hyperspectral dual-comb compressive ghost imaging with deep learning reconstruction
4. Reliability-Conditioned Heterogeneous Foundation-Model Residual Fusion for Multimodal Disaster Classification
5. QMSR: Query-Conditioned Mask-wise Expert Routing for Robust Open-Vocabulary Underwater Object Retrieval
6. Redemption Score: A Multi-Modal Evaluation Framework for Image Captioning via Distributional, Perceptual, and Linguistic Signal Triangulation
7. Query-Conditioned Spherical Centroid Aggregation for Multimodal Retrieval
8. PACE: Progressive Angular-to-Norm Contrastive Embedding
9. Rigel: Self-Distilled Score Adaptation for Image and Video Captioning Evaluation
10. RA-CoA: Training-free Fashion Image Captioning via Retrieval-Augmented Chain-of-Attributes
11. Statistical Model-Driven Similarity Hashing for Unsupervised Multimedia Retrieval.
12. When to Align, When to Predict: A Phase Diagram for Multimodal Learning
13. Human-Centric Image Captioning with Subject-Centered Spatial Understanding
14. Exploring Bottom-Up Clustering for Creating Semantic IDs
15. Fusion of local and global feature representation via optimised transfer learning approach on enhanced content-based image retrieval systems
16. FineHOI: Part-Aware Dense Representations for Zero-Shot Human-Object Interaction Detection
17. Study on an Image Candidate Generation Method Based on PCA-Guided Projection
18. Aggregating Neighbor Embedding Projection and Rank-Based Manifold Learning for Image Retrieval
19. Talk in Pieces, See in Whole: Disentangled and Hierarchical Representation Learning in Language-based Object Detection
20. Evaluating Perspectival Biases in Cross-Modal Retrieval

Sub-Regions

• Advanced Image and Video Retrieval Techniques — 11 papers
• Computer Vision and Pattern Recognition — 9 papers
• Multimodal Machine Learning Applications — 4 papers
• Information Retrieval — 3 papers
• Medical Imaging Techniques and Applications — 1 papers
• Ocular and Laser Science Research — 1 papers