| CoMP: Continual Multimodal Pre-training for Vision Foundation Models | Mar 24, 2025 | cross-modal alignment | CodeCode Available | 1 | 5 |
| ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning | May 31, 2023 | cross-modal alignmentRepresentation Learning | CodeCode Available | 1 | 5 |
| ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks | Oct 4, 2023 | cross-modal alignment | CodeCode Available | 1 | 5 |
| Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning | Nov 24, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| Symbiotic Adversarial Learning for Attribute-based Person Search | Jul 19, 2020 | Attributecross-modal 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 |
| OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive Alignment | Jun 11, 2025 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 | 5 |
| Adaptive Spatial Transcriptomics Interpolation via Cross-modal Cross-slice Modeling | May 15, 2025 | cross-modal alignment | CodeCode Available | 0 | 5 |
| MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model | Feb 23, 2025 | cross-modal alignmentLanguage Modeling | CodeCode Available | 0 | 5 |
| Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models | May 8, 2025 | Active Learningcross-modal alignment | CodeCode Available | 0 | 5 |
| A Priority Map for Vision-and-Language Navigation with Trajectory Plans and Feature-Location Cues | Jul 24, 2022 | cross-modal alignmentTrajectory Planning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation | Oct 18, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Anatomical Attention Alignment representation for Radiology Report Generation | May 12, 2025 | cross-modal alignmentDecoder | CodeCode Available | 0 | 5 |
| Robust Graph Matching Using An Unbalanced Hierarchical Optimal Transport Framework | Oct 18, 2023 | cross-modal alignmentGraph Matching | CodeCode Available | 0 | 5 |
| 3D CoCa: Contrastive Learners are 3D Captioners | Apr 13, 2025 | 3D dense captioningCaption Generation | CodeCode Available | 0 | 5 |
| M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base | Dec 16, 2023 | cross-modal alignmentKnowledge Graphs | CodeCode Available | 0 | 5 |
| LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion | Mar 7, 2023 | 3D Object Detectioncross-modal alignment | CodeCode Available | 0 | 5 |
| CAST: Cross-modal Alignment Similarity Test for Vision Language Models | Sep 17, 2024 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 | 5 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 | 5 |
| Listen Then See: Video Alignment with Speaker Attention | Apr 21, 2024 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 | 5 |
| RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems | Mar 6, 2025 | cross-modal alignment | CodeCode Available | 0 | 5 |
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | Apr 18, 2022 | cross-modal alignmentDocument AI | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Language-Guided Diffusion Model for Visual Grounding | Aug 18, 2023 | cross-modal alignmentDenoising | CodeCode Available | 0 | 5 |
