Multimodal Learning

HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment AAAI 2026 Histogram Assisted Quality Aware Generative Model for Resolution Invariant NIR Image Colorization WACV 2026 History-Aware Reasoning for GUI Agents AAAI 2026 HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026 Hoi! - A Multimodal Dataset for Force-Grounded, Cross-View Articulated Manipulation CVPR 2026 HOLO: Holistic Lightweight Optimization for Scene Understanding with Auto-Annotation and Multimodal Learning WACV 2026 HoneyBee: Data Recipes for Vision-Language Reasoners CVPR 2026 Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026 How Do Inpainting Artifacts Propagate to Language? ACL 2026 How effective are VLMs in assisting humans in inferring the quality of mental models from Multimodal short answers? EACL 2026 How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization? CVPR 2026 How Foundational Skills Influence VLM-based Embodied Agents: A Native Perspective AAAI 2026 How Reasoning Influences Intersectional Biases in Vision–Language Models (Student Abstract) AAAI 2026 HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding AAAI 2026 HTNav: A Hybrid Navigation Framework with Tiered Structure for Urban Aerial Vision-and-Language Navigation CVPR 2026 Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search AAAI 2026 Human Knowledge Integrated Multi-modal Learning for Single Source Domain Generalization WACV 2026 HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses Through Reasoning MLLMs AAAI 2026 HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks CVPR 2026 HUMAPS-4D: A Multimodal Dataset for HUman Motion Analysis with Physiological and Semantic informations CVPR 2026 HumMusQA: A Human-written Music Understanding QA Benchmark Dataset EACL 2026 HUMORCHAIN: Theory-Guided Multi-Stage Reasoning for Interpretable Multimodal Humor Generation CVPR 2026 Hybrid Autoregressive-Diffusion Model for Real-Time Sign Language Production ACL 2026 Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026 HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026