conftrace_

multimodal alignment

53 papers

Explore in graph

Co-occurring keywords

vision-language model (2348) large language model (13587) multimodal learning (4645) contrastive learning (4032) video understanding (1658) vision language model (767) visual language (70) multimodal large language model (966) foundation model (735) instruction tuning (838)

Papers

Open Your Model’s Eyes: Video and Context-Aware Multimodal Backchannel Prediction ACL 2026
Dual Coding Theory in Action: Language-Assisted Human Pose Estimation in Videos AAAI 2026
Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment EACL 2026
MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026
Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026
Remodeling Semantic Relationships in Vision-Language Fine-Tuning AAAI 2026
MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ACL 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026
Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026
Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths ACL 2026
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance ICCV 2025
Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting AAAI 2025
Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025
MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces IJCAI 2025
Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment CVPR 2025
AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models ACL 2025
Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs EMNLP 2025
VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025
Multimodal Prompt Alignment for Facial Expression Recognition ICCV 2025
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward ACL 2025
Representation Potentials of Foundation Models for Multimodal Alignment: A Survey EMNLP 2025
VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025