| TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models | Jun 13, 2025 | cross-modal alignmentSegmentation | —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 |
| Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge | Nov 21, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| TMCIR: Token Merge Benefits Composed Image Retrieval | Apr 15, 2025 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| TokenFlow: Rethinking Fine-grained Cross-modal Alignment in Vision-Language Retrieval | Sep 28, 2022 | cross-modal alignmentRetrieval | —Unverified | 0 |
| TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection | Feb 27, 2023 | cross-modal alignment | —Unverified | 0 |
| Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images | Aug 31, 2023 | 3D Shape GenerationContrastive Learning | —Unverified | 0 |
| Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques | Jun 5, 2025 | cross-modal alignmentLarge Language Model | —Unverified | 0 |
| Transformer-based Spatial Grounding: A Comprehensive Survey | Jul 17, 2025 | cross-modal alignmentSurvey | —Unverified | 0 |
| Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection | Sep 28, 2022 | 2D Object Detectioncross-modal alignment | —Unverified | 0 |
| TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation | Jun 26, 2025 | cross-modal alignmentInteractive Segmentation | —Unverified | 0 |
| TS-HTFA: Advancing Time Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models | Sep 23, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| UniCUE: Unified Recognition and Generation Framework for Chinese Cued Speech Video-to-Speech Generation | Jun 4, 2025 | cross-modal alignmentLipreading | —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 |
| UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting | Feb 25, 2025 | 3DGScross-modal alignment | —Unverified | 0 |
| Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces | May 18, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Video Referring Expression Comprehension via Transformer with Content-aware Query | Oct 6, 2022 | cross-modal alignmentReferring Expression | —Unverified | 0 |
| Video Referring Expression Comprehension via Transformer with Content-conditioned Query | Oct 25, 2023 | cross-modal alignmentReferring Expression | —Unverified | 0 |
| ViTaPEs: Visuotactile Position Encodings for Cross-Modal Alignment in Multimodal Transformers | May 26, 2025 | cross-modal alignmentPosition | —Unverified | 0 |
| VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix | Jun 17, 2022 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering | Apr 11, 2025 | cross-modal alignmentInformation Retrieval | —Unverified | 0 |
| Wearable Accelerometer Foundation Models for Health via Knowledge Distillation | Dec 15, 2024 | Activity Recognitioncross-modal alignment | —Unverified | 0 |
| WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction | Jun 6, 2025 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| mSLAM: Massively multilingual joint pre-training for speech and text | Feb 3, 2022 | cross-modal alignmentintent-classification | —Unverified | 0 |
| Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision | Mar 6, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Multi-level Cross-modal Alignment for Image Clustering | Jan 22, 2024 | Clusteringcross-modal alignment | —Unverified | 0 |
| Multi-modal Attribute Prompting for Vision-Language Models | Mar 1, 2024 | Attributecross-modal alignment | —Unverified | 0 |
| Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval | Sep 23, 2022 | cross-modal alignmentInformation Retrieval | —Unverified | 0 |
| Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges | Jul 23, 2024 | cross-modal alignmentFairness | —Unverified | 0 |
| Multimodal Reasoning with Multimodal Knowledge Graph | Jun 4, 2024 | cross-modal alignmentGraph Attention | —Unverified | 0 |
| Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval | Oct 26, 2024 | cross-modal alignmentPerson Retrieval | —Unverified | 0 |
| Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification | Dec 28, 2023 | Attributecross-modal alignment | —Unverified | 0 |
| Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training | May 13, 2023 | cross-modal alignment | —Unverified | 0 |
| NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text | Mar 27, 2025 | AttributeContrastive Learning | —Unverified | 0 |
| NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training | Sep 15, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| NOTA: Multimodal Music Notation Understanding for Visual Large Language Model | Feb 17, 2025 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| Observation-Graph Interaction and Key-Detail Guidance for Vision and Language Navigation | Mar 14, 2025 | cross-modal alignmentNavigate | —Unverified | 0 |
| OMCAT: Omni Context Aware Transformer | Oct 15, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | —Unverified | 0 |
| OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All | May 25, 2024 | Allcross-modal alignment | —Unverified | 0 |
| OmniVL:One Foundation Model for Image-Language and Video-Language Tasks | Sep 15, 2022 | Action ClassificationAction Recognition | —Unverified | 0 |
| OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities | Sep 17, 2024 | cross-modal alignmentQuestion Answering | —Unverified | 0 |
| On the Language Encoder of Contrastive Cross-modal Models | Oct 20, 2023 | cross-modal alignmentSentence | —Unverified | 0 |
| OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection | Dec 12, 2023 | cross-modal alignmentobject-detection | —Unverified | 0 |
| MicarVLMoE: A Modern Gated Cross-Aligned Vision-Language Mixture of Experts Model for Medical Image Captioning and Report Generation | Apr 29, 2025 | cross-modal alignmentDecoder | CodeCode Available | 0 |
| M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base | Dec 16, 2023 | cross-modal alignmentKnowledge Graphs | CodeCode Available | 0 |
| Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation | Aug 4, 2020 | 2D Pose Estimation3D Human Pose Estimation | CodeCode Available | 0 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 0 |
| LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion | Mar 7, 2023 | 3D Object Detectioncross-modal alignment | CodeCode Available | 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 |
| Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition | May 9, 2025 | Action Recognitioncross-modal alignment | CodeCode Available | 0 |