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multimodal alignment

89 papers

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vision-language model (19) contrastive learning (14) multimodal learning (13) large language model (10) video understanding (8) multimodal large language model (5) self-supervised learning (5) zero-shot learning (5) cross-modal alignment (4) preference optimization (4)

Papers

Aligning Text, Images and 3D Structure Token-by-Token CVPR 2026 Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models MIDL 2026 Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026 Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths ACL 2026 CodeMMR: Bridging Natural Language, Code, and Image for Unified Retrieval CVPR 2026 DeepAlign: Mitigating Modality Conflict through Modality-Specific Alignment CVPR 2026 Dual Coding Theory in Action: Language-Assisted Human Pose Estimation in Videos AAAI 2026 Echoes Over Time: Unlocking Length Generalization in Video-to-Audio Generation Models CVPR 2026 From Attraction to Equilibrium: Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly Detection CVPR 2026 Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment EACL 2026 Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026 MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026 MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ACL 2026 MTA: Multimodal Task Alignment for BEV Perception and Captioning CVPR 2026 Open Your Model’s Eyes: Video and Context-Aware Multimodal Backchannel Prediction ACL 2026 Remodeling Semantic Relationships in Vision-Language Fine-Tuning AAAI 2026 SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens CVPR 2026 SMAP: Semantic Route Planning with Map-Grounded Multimodal Alignment CVPR 2026 SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026 THE MORE, THE MERRIER: CONTRASTIVE FUSION FOR HIGHER-ORDER MULTIMODAL ALIGNMENT CVPR 2026 Aligned Better, Listen Better for Audio-Visual Large Language Models ICLR 2025 AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models ACL 2025 Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025 BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025 BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment EMNLP 2025