| BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction | Dec 22, 2023 | cross-modal alignmentEEG | CodeCode Available | 1 | 5 |
| Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation | May 15, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement | Jan 1, 2025 | cross-modal alignmentKnowledge Distillation | CodeCode Available | 1 | 5 |
| Free Lunch Enhancements for Multi-modal Crowd Counting | Jan 1, 2025 | cross-modal alignmentCrowd Counting | CodeCode Available | 1 | 5 |
| ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding | Dec 17, 2024 | cross-modal alignment | CodeCode Available | 1 | 5 |
| CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally | Feb 5, 2025 | Attributecross-modal alignment | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations | Mar 24, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 1 | 5 |
| Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners | Oct 3, 2024 | cross-modal alignment | CodeCode Available | 1 | 5 |
| Align and Prompt: Video-and-Language Pre-training with Entity Prompts | Dec 17, 2021 | cross-modal alignmentEntity Alignment | CodeCode Available | 1 | 5 |
| A Survey on Facial Expression Recognition of Static and Dynamic Emotions | Aug 28, 2024 | cross-modal alignmentFacial Expression Recognition | CodeCode Available | 1 | 5 |
| LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation | Mar 25, 2025 | cross-modal alignmentOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 | 5 |
| Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Model | Dec 2, 2024 | cross-modal alignmentKnowledge Distillation | CodeCode Available | 1 | 5 |
| Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning | Jul 16, 2024 | Caption Generationcross-modal alignment | CodeCode Available | 1 | 5 |
| Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding | Apr 4, 2022 | cross-modal alignmentNatural Language Queries | CodeCode Available | 1 | 5 |
| Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment | Jul 18, 2024 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors | Apr 6, 2022 | 3D geometry3D Object Detection | CodeCode Available | 1 | 5 |
| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Modality Interaction Modeling for Image-Text Retrieval | Jul 11, 2021 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| DanceIt: Music-inspired Dancing Video Synthesis | Sep 17, 2020 | cross-modal alignmentRhythm | CodeCode Available | 1 | 5 |
| Fine-Grained Semantically Aligned Vision-Language Pre-Training | Aug 4, 2022 | cross-modal alignmentobject-detection | CodeCode Available | 1 | 5 |
| Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation | Apr 6, 2023 | audio-visual learningContrastive Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment | Mar 10, 2023 | cross-modal alignmentSign Language Recognition | CodeCode Available | 1 | 5 |
