| mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data | Feb 12, 2025 | cross-modal alignmentLarge Language Model | CodeCode Available | 2 |
| MDE: Modality Discrimination Enhancement for Multi-modal Recommendation | Feb 8, 2025 | cross-modal alignmentMulti-modal Recommendation | —Unverified | 0 |
| Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion | Feb 7, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Ola: Pushing the Frontiers of Omni-Modal Language Model | Feb 6, 2025 | cross-modal alignmentLanguage Modeling | CodeCode Available | 3 |
| CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally | Feb 5, 2025 | Attributecross-modal alignment | CodeCode Available | 1 |
| Cross-modal Context Fusion and Adaptive Graph Convolutional Network for Multimodal Conversational Emotion Recognition | Jan 25, 2025 | cross-modal alignmentEmotion Classification | —Unverified | 0 |
| Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model | Jan 21, 2025 | cross-modal alignmentGraph Embedding | —Unverified | 0 |
| WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning | Jan 15, 2025 | cross-modal alignmentLanguage Modeling | CodeCode Available | 1 |
| CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection | Jan 8, 2025 | Computational Efficiencycross-modal alignment | —Unverified | 0 |
| Free Lunch Enhancements for Multi-modal Crowd Counting | Jan 1, 2025 | cross-modal alignmentCrowd Counting | CodeCode Available | 1 |
