multimodal alignment

CLEP-DG: Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning Interspeech 2025 DualCIR: Enhancing Training-Free Composed Image Retrieval via Dual-Directional Descriptions WACV 2025 Emotional Face-to-Speech ICML 2025 Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting AAAI 2025 FG-CLIP: Fine-Grained Visual and Textual Alignment ICML 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction ICCV 2025 Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment CVPR 2025 HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025 IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance ICCV 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture ICML 2025 MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces IJCAI 2025 METASCENES: Towards Automated Replica Creation for Real-world 3D Scans CVPR 2025 Multimodal Prompt Alignment for Facial Expression Recognition ICCV 2025 Pre-defined Keypoints Promote Category-level Articulation Pose Estimation via Multi-Modal Alignment IJCAI 2025 PVTNL: Prompting Vision Transformers with Natural Language for Generalizable Person Re-identification EMNLP 2025 Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025 Re-Aligning Language to Visual Objects with an Agentic Workflow ICLR 2025 Representation Potentials of Foundation Models for Multimodal Alignment: A Survey EMNLP 2025 Structured Policy Optimization: Enhance Large Vision-Language Model via Self-referenced Dialogue ICCV 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward ACL 2025 VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025 VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025