Multimodal Learning

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026 Autoregressive Styled Text Image Generation, but Make it Reliable WACV 2026 AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization WACV 2026 BAFIS: Dataset + Framework to Assess Occupational Bias and Human Preference in Modern Text-to-image Models WACV 2026 BiGMINT: Biologically-guided Hierarchical Multimodal Integration for Modeling Multiple Compound Activities in Drug Discovery CVPR 2026 BiNAR: A Bi-Modal Framework for Non-Aligned RGB-IR 3D Reconstruction via Gaussian Splatting WACV 2026 Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026 Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality ACL 2026 Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026 Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning CVPR 2026 Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026 HERO: Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in Videos CVPR 2026 HOLO: Holistic Lightweight Optimization for Scene Understanding with Auto-Annotation and Multimodal Learning WACV 2026 Label What Matters: Modality-Balanced and Difficulty-Aware Multimodal Active Learning CVPR 2026 Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026 MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026 Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026 PaRaChute: Pathology-Radiology Cross-Modal Fusion for Missing-Modality-Robust Survival Prediction WACV 2026 Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026 S2C2Seg: Semantic-Spatial Consistency and Category Optimization for Open-Vocabulary Segmentation CVPR 2026 SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning CVPR 2026 SceneEdited: A City-Scale Benchmark for 3D HD Map Updating via Image-Guided Change Detection WACV 2026 ScoliGaitX: A Deep Multi-Modal Fusion Network for Scoliosis Assessment via Gait Video Analysis WACV 2026 View-aware Cross-modal Distillation for Multi-view Action Recognition WACV 2026 5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025