| M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base | Dec 16, 2023 | cross-modal alignmentKnowledge Graphs | 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 |
| LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion | Mar 7, 2023 | 3D Object Detectioncross-modal alignment | CodeCode Available | 0 |
| SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention | Mar 13, 2024 | 3D visual groundingcross-modal alignment | CodeCode Available | 0 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | 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 |
| Listen Then See: Video Alignment with Speaker Attention | Apr 21, 2024 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 |
| 3D CoCa: Contrastive Learners are 3D Captioners | Apr 13, 2025 | 3D dense captioningCaption Generation | CodeCode Available | 0 |
| MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model | Feb 23, 2025 | cross-modal alignmentLanguage Modeling | CodeCode Available | 0 |
| Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags | Oct 27, 2020 | cross-modal alignmentRepresentation Learning | CodeCode Available | 0 |
| 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 |
| Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning | Jul 22, 2024 | cross-modal alignment | CodeCode Available | 0 |
| Anatomical Attention Alignment representation for Radiology Report Generation | May 12, 2025 | cross-modal alignmentDecoder | CodeCode Available | 0 |
| A coupled autoencoder approach for multi-modal analysis of cell types | Nov 6, 2019 | Clusteringcross-modal alignment | CodeCode Available | 0 |
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | Apr 18, 2022 | cross-modal alignmentDocument AI | CodeCode Available | 0 |
| Adaptive Spatial Transcriptomics Interpolation via Cross-modal Cross-slice Modeling | May 15, 2025 | cross-modal alignment | CodeCode Available | 0 |
| Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective | Oct 14, 2024 | cross-modal alignmentImage Generation | CodeCode Available | 0 |
| OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive Alignment | Jun 11, 2025 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 |
| SimVTP: Simple Video Text Pre-training with Masked Autoencoders | Dec 7, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 0 |
| ERNIE-Layout: Layout-Knowledge Enhanced Multi-modal Pre-training for Document Understanding | Jan 16, 2022 | cross-modal alignmentDocument Classification | CodeCode Available | 0 |
| Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search | Sep 28, 2023 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 0 |
| Enhancing Visual Representation for Text-based Person Searching | Dec 30, 2024 | cross-modal alignmentPerson Search | CodeCode Available | 0 |
| Contrast-augmented Diffusion Model with Fine-grained Sequence Alignment for Markup-to-Image Generation | Aug 2, 2023 | cross-modal alignmentDenoising | CodeCode Available | 0 |
| Language-Guided Diffusion Model for Visual Grounding | Aug 18, 2023 | cross-modal alignmentDenoising | CodeCode Available | 0 |
| Language-based Image Colorization: A Benchmark and Beyond | Mar 19, 2025 | BenchmarkingColorization | CodeCode Available | 0 |
