Multimodal Learning

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models ACL 2026 When Vision-Language Models Judge Without Seeing: Exposing Informativeness Bias ACL 2026 Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning AAAI 2026 Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention CVPR 2026 Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation CVPR 2026 Who Should I Trust? Explicit Confidence-Focused Multimodal Intent Recognition AAAI 2026 Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks ACL 2026 Widget2Code: From Visual Widgets to UI Code via Multimodal LLMs CVPR 2026 Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles? CVPR 2026 WWE-UIE: A Wavelet & White Balance Efficient Network for Underwater Image Enhancement WACV 2026 X-AVDT: Audio-Visual Cross-Attention for Robust Deepfake Detection CVPR 2026 X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-Identification AAAI 2026 X-SAM: From Segment Anything to Any Segmentation AAAI 2026 YNWAAZ at SemEval-2026 Task 1: Bridging the Semantic-Visual Gap: Multimodal Humor Generation SemEval 2026 You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026 Yours or Mine? Overwriting Attacks Against Neural Audio Watermarking AAAI 2026 Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models EACL 2026 Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026 Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention WACV 2026 Zero-Shot Multimodal Retrieval with Multi-Scale Contextual Representations ACL 2026 Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training AAAI 2026 Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis WACV 2026 Zero-Shot Vision Language Reasoning via Dual-layer Scene Graph Chain of Thoughts (Student Abstract) AAAI 2026 ZINA: Multimodal Fine-grained Hallucination Detection and Editing CVPR 2026 ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026