| Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training | Sep 25, 2024 | Classificationcross-modal alignment | —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 |
| Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment | Sep 22, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension | Sep 20, 2024 | cross-modal alignmentReferring Expression | CodeCode Available | 1 |
| OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities | Sep 17, 2024 | cross-modal alignmentQuestion Answering | —Unverified | 0 |
| CAST: Cross-modal Alignment Similarity Test for Vision Language Models | Sep 17, 2024 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 |
| KALE: An Artwork Image Captioning System Augmented with Heterogeneous Graph | Sep 17, 2024 | cross-modal alignmentImage Captioning | CodeCode Available | 0 |
| NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training | Sep 15, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Locality-aware Cross-modal Correspondence Learning for Dense Audio-Visual Events Localization | Sep 12, 2024 | cross-modal alignment | —Unverified | 0 |
| GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding | Sep 6, 2024 | cross-modal alignmentLanguage Modelling | —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 |
| Law of Vision Representation in MLLMs | Aug 29, 2024 | cross-modal alignmentLanguage Modeling | CodeCode Available | 2 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 |
| A Survey on Facial Expression Recognition of Static and Dynamic Emotions | Aug 28, 2024 | cross-modal alignmentFacial Expression Recognition | CodeCode Available | 1 |
| 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 |
| Coarse-to-fine Alignment Makes Better Speech-image Retrieval | Aug 15, 2024 | cross-modal alignmentImage Retrieval | —Unverified | 0 |
| Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval | Aug 15, 2024 | cross-modal alignmentDenoising | —Unverified | 0 |
| Advancing Multi-grained Alignment for Contrastive Language-Audio Pre-training | Aug 15, 2024 | cross-modal alignment | CodeCode Available | 1 |
| Cross-aware Early Fusion with Stage-divided Vision and Language Transformer Encoders for Referring Image Segmentation | Aug 14, 2024 | cross-modal alignmentImage Segmentation | —Unverified | 0 |
| Disentangled Noisy Correspondence Learning | Aug 10, 2024 | cross-modal alignmentCross-Modal Retrieval | —Unverified | 0 |
| Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion Approach | Aug 2, 2024 | cross-modal alignmentMultiple Object Tracking | CodeCode Available | 2 |
| Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment | Jul 26, 2024 | cross-modal alignmentimage-classification | —Unverified | 0 |
| 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 |
| Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges | Jul 23, 2024 | cross-modal alignmentFairness | —Unverified | 0 |
| Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning | Jul 22, 2024 | cross-modal alignment | CodeCode Available | 0 |