Multimodal Learning

PerVL-Bench: Benchmarking Multimodal Personalization for Large Vision-Language Models WACV 2026 PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026 PhyCritic: Multimodal Critic Models for Physical AI CVPR 2026 PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems AAAI 2026 PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models WACV 2026 Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision CVPR 2026 Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey EACL 2026 Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026 PLUM-Net: Prototype-Induced Label Structuring for Disentangled Multimodal Representation Network AAAI 2026 PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media ACL 2026 PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image–Text Retrieval AAAI 2026 Point Cloud as a Foreign Language for Multi-modal Large Language Model CVPR 2026 Point Cloud Quantization Through Multimodal Prompting for 3D Understanding AAAI 2026 Pointing at Parts: Training-Free Few-Shot Grounding in Multimodal LLMs CVPR 2026 POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs CVPR 2026 Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment AAAI 2026 POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering ACL 2026 PolyFrame at MWE-2026 AdMIRe 2: When Words Are Not Enough: Multimodal Idiom Disambiguation EACL 2026 PolySLGen: Online Multimodal Speaking-Listening Reaction Generation in Polyadic Interaction CVPR 2026 PoseGaussian: Pose-Driven Novel View Synthesis for Robust 3D Human Reconstruction WACV 2026 PowerCLIP: Powerset Alignment for Contrastive Pre-Training CVPR 2026 Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models CVPR 2026 PRISM: Prototype-based Reasoning with Inter-modal Semantic Mining for Interpretable Image Recognition CVPR 2026 ProactiveMobile: A Comprehensive Benchmark for Boosting Proactive Intelligence On Mobile Devices CVPR 2026 Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection CVPR 2026