cross-modal consistency

BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models EACL 2026 Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026 Inconsistency-aware Multimodal Schrodinger Bridge for Deepfake Localization CVPR 2026 UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception AAAI 2026 VMD-FACT: A New Video Dataset and MLLM-based method for Detecting Realistic AI-Generated Video Misinformation CVPR 2026 When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion? AAAI 2026 Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists? ACL 2025 Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration AAAI 2025 Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025 IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025 MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs ICLR 2025 Cross-Modal Match for Language Conditioned 3D Object Grounding AAAI 2024 Unified Embeddings for Multimodal Retrieval via Frozen LLMs EACL 2024 What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models EMNLP 2024 Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023 VisualVoice: Audio-Visual Speech Separation With Cross-Modal Consistency CVPR 2021 Detailed 2D-3D Joint Representation for Human-Object Interaction CVPR 2020