cross-modal alignment

Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation ICCV 2025 LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching ICCV 2025 L-Man: A Large Multi-modal Model Unifying Human-centric Tasks AAAI 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025 LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025 M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture ICML 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025 MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025 Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025 MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025 MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025 Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025 More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding AAAI 2025 Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment COLING 2025 Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025 Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment ICML 2025 Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition CVPR 2025 NOTA: Multimodal Music Notation Understanding for Visual Large Language Model NAACL 2025 OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025 OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces ICLR 2025 OV-SCAN: Semantically Consistent Alignment for Novel Object Discovery in Open-Vocabulary 3D Object Detection ICCV 2025 Phantom: Subject-Consistent Video Generation via Cross-Modal Alignment ICCV 2025