| Locality-aware Cross-modal Correspondence Learning for Dense Audio-Visual Events Localization | Sep 12, 2024 | cross-modal alignment | —Unverified | 0 |
| GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding | Sep 6, 2024 | cross-modal alignmentLanguage Modelling | —Unverified | 0 |
| Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR | Sep 3, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading | Aug 16, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 0 |
| Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval | Aug 15, 2024 | cross-modal alignmentDenoising | —Unverified | 0 |
| Coarse-to-fine Alignment Makes Better Speech-image Retrieval | Aug 15, 2024 | cross-modal alignmentImage Retrieval | —Unverified | 0 |
| Cross-aware Early Fusion with Stage-divided Vision and Language Transformer Encoders for Referring Image Segmentation | Aug 14, 2024 | cross-modal alignmentImage Segmentation | —Unverified | 0 |
| Disentangled Noisy Correspondence Learning | Aug 10, 2024 | cross-modal alignmentCross-Modal Retrieval | —Unverified | 0 |
| Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment | Jul 26, 2024 | cross-modal alignmentimage-classification | —Unverified | 0 |
| DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and Correction | Jul 25, 2024 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 0 |
| Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges | Jul 23, 2024 | cross-modal alignmentFairness | —Unverified | 0 |
| Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning | Jul 22, 2024 | cross-modal alignment | CodeCode Available | 0 |
| Enhancing Emotion Recognition in Incomplete Data: A Novel Cross-Modal Alignment, Reconstruction, and Refinement Framework | Jul 12, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| EA-VTR: Event-Aware Video-Text Retrieval | Jul 10, 2024 | Action RecognitionContrastive Learning | —Unverified | 0 |
| Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieval | Jul 1, 2024 | cross-modal alignmentImage Retrieval | —Unverified | 0 |
| MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval | Jun 25, 2024 | cross-modal alignmentMoment Retrieval | —Unverified | 0 |
| It is Never Too Late to Mend: Separate Learning for Multimedia Recommendation | Jun 12, 2024 | cross-modal alignmentMultimedia recommendation | CodeCode Available | 0 |
| Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching | Jun 5, 2024 | cross-modal alignmentImage-text matching | —Unverified | 0 |
| Multimodal Reasoning with Multimodal Knowledge Graph | Jun 4, 2024 | cross-modal alignmentGraph Attention | —Unverified | 0 |
| OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All | May 25, 2024 | Allcross-modal alignment | —Unverified | 0 |
| AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability | May 23, 2024 | cross-modal alignmentLanguage Modelling | —Unverified | 0 |
| Context-Enhanced Video Moment Retrieval with Large Language Models | May 21, 2024 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| Listen Then See: Video Alignment with Speaker Attention | Apr 21, 2024 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 |
| Distributionally Robust Alignment for Medical Federated Vision-Language Pre-training Under Data Heterogeneity | Apr 5, 2024 | cross-modal alignmentFederated Learning | —Unverified | 0 |
| CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling | Apr 2, 2024 | cross-modal alignmentGraph Learning | —Unverified | 0 |