Multimodal Learning

“I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026 Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026 Is the Modality Gap a Bug or a Feature? A Robustness Perspective CVPR 2026 Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026 ITPP: Learning Disentangled Event Dynamics in Marked Temporal Point Processes AAAI 2026 ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval WACV 2026 ITUNLP2 at MWE-2026 AdMIRe 2: Modular Zero-Shot Pipelines for Multimodal Idiom Grounding and Ranking EACL 2026 ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026 Jailbreaking Multimodal Large Language Models using Multi-Clip Video ACL 2026 JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations ACL 2026 JEEM: Vision-Language Understanding in Four Arabic Dialects EACL 2026 Joint Implicit and Explicit Language Learning for Pedestrian Attribute Recognition AAAI 2026 Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment EACL 2026 Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking EACL 2026 JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics AAAI 2026 Kahaani: A Multimodal Co-Creative Storytelling System EACL 2026 KALL-E: Autoregressive Speech Synthesis with Next-Distribution Prediction AAAI 2026 KazakhOCR: A Synthetic Benchmark for Evaluating Multimodal Models in Low-Resource Kazakh Script OCR EACL 2026 KFS-Bench: Comprehensive Evaluation of Key Frame Sampling in Long Video Understanding WACV 2026 KidsArtBench: Multi-Dimensional Children’s Art Evaluation with Attribute-Aware MLLMs EACL 2026 KineST: A Kinematics-guided Spatiotemporal State Space Model for Human Motion Tracking from Sparse Signals AAAI 2026 Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning AAAI 2026 Knowledge-Enhanced Explainable Prompting for Vision-Language Models AAAI 2026 Knowledge-Enhanced Image Captioning with Adaptive Graph-based Multimodal Alignment and LLM AAAI 2026 Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding WACV 2026