| GEAL: Generalizable 3D Affordance Learning with Cross-Modal Consistency | Dec 12, 2024 | cross-modal alignmentTransfer Learning | CodeCode Available | 1 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 |
| Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment | Jul 18, 2024 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 |
| Cross-modal Causal Relation Alignment for Video Question Grounding | Mar 5, 2025 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement | Jan 1, 2025 | cross-modal alignmentKnowledge Distillation | CodeCode Available | 1 |
| ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning | May 31, 2023 | cross-modal alignmentRepresentation Learning | CodeCode Available | 1 |
| HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention | Mar 6, 2023 | cross-modal alignment | CodeCode Available | 1 |
| Fine-Grained Semantically Aligned Vision-Language Pre-Training | Aug 4, 2022 | cross-modal alignmentobject-detection | CodeCode Available | 1 |
| Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation | May 15, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment | Aug 29, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations | Mar 24, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 1 |
| CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment | Mar 10, 2023 | cross-modal alignmentSign Language Recognition | CodeCode Available | 1 |
| A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition | Mar 2, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning | Jan 1, 2025 | cross-modal alignmentDenoising | CodeCode Available | 1 |
| DanceIt: Music-inspired Dancing Video Synthesis | Sep 17, 2020 | cross-modal alignmentRhythm | CodeCode Available | 1 |
| AlignVSR: Audio-Visual Cross-Modal Alignment for Visual Speech Recognition | Oct 21, 2024 | cross-modal alignmentspeech-recognition | CodeCode Available | 1 |
| Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment | Dec 25, 2023 | cross-modal alignmentDecoder | CodeCode Available | 1 |
| Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning | Jul 16, 2024 | Caption Generationcross-modal alignment | CodeCode Available | 1 |
| CoMP: Continual Multimodal Pre-training for Vision Foundation Models | Mar 24, 2025 | cross-modal alignment | CodeCode Available | 1 |
| Dynamic Modality Interaction Modeling for Image-Text Retrieval | Jul 11, 2021 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 |
| EPMF: Efficient Perception-aware Multi-sensor Fusion for 3D Semantic Segmentation | Jun 21, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Free Lunch Enhancements for Multi-modal Crowd Counting | Jan 1, 2025 | cross-modal alignmentCrowd Counting | CodeCode Available | 1 |
| Low-resource Neural Machine Translation with Cross-modal Alignment | Oct 13, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition | Sep 18, 2023 | Action Recognitioncross-modal alignment | CodeCode Available | 1 |
