Multimodal Learning

GSV2X: Geometry-Aware Uncertainty Modeling and Orthogonal Fusion for Robust Roadside Perception CVPR 2026 Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation CVPR 2026 HOLO: Holistic Lightweight Optimization for Scene Understanding with Auto-Annotation and Multimodal Learning WACV 2026 HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge ACL 2026 How to Take a Memorable Picture? Empowering Users with Actionable Feedback CVPR 2026 IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting CVPR 2026 IMPACT: Interpretable Most Important Person Analysis and Classification using Transformer-based Models WACV 2026 Iris: Integrating Language into Diffusion-based Monocular Depth Estimation CVPR 2026 Language-guided Frequency Modulation for Large Vision-Language Models CVPR 2026 Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling ACL 2026 Learning Where to Look and How to Judge: Resolution-agnostic Image Quality Assessment with Quality-aware Saliency CVPR 2026 Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation CVPR 2026 Looking Beyond the One: Operationalizing and Eliciting Visual Ambiguity in VLLMs ACL 2026 M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR 2026 Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding ACL 2026 Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos ACL 2026 MoVie: Broaden Your Views with Human Motion for Action Detection CVPR 2026 MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding CVPR 2026 MTIVE: Multi-Task Image Verification Engine Using Vision-Language Models for E-commerce ACL 2026 MV-Fashion: Towards Enabling Virtual Try-On and Size Estimation with Multi-View Paired Data CVPR 2026 NEC-Diff: Noise-Robust Event-RAW Complementary Diffusion for Seeing Motion in Extreme Darkness CVPR 2026 No Calibration, No Depth, No Problem: Cross-Sensor View Synthesis with 3D Consistency CVPR 2026 OpenGlass: A Sensing-Computing Split Architecture for Local MLLM-Driven Real-Time Visual Assistance ACL 2026 RegionAligner: Bridging Ego-Exo Views for Object Correspondence via Unified Text-Visual Learning WACV 2026 SLPGFJWUWarda at SemEval-2026 Task 1: A Multimodal Vision-Language Approach for Humor Generation Using Fine-Tuned BLIP SemEval 2026