Multimodal Learning

3M-TI: High-Quality Mobile Thermal Imaging via Calibration-free Multi-Camera Cross-Modal Diffusion CVPR 2026 AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning MIDL 2026 Adaptive Confidence Regularization for Multimodal Failure Detection CVPR 2026 Adaptive Depth Lightweight RGB-T Tracking with Holistic Token Routing CVPR 2026 Advancing Cancer Prognosis with Hierarchical Fusion of Genomic, Proteomic and Pathology Imaging Data from a Systems Biology Perspective CVPR 2026 Anchor-Guided Gradient Alignment for Incomplete Multimodal Learning CVPR 2026 An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision ACL 2026 AnyID: Ultra-Fidelity Universal Identity-Preserving Video Generation from Any Visual References CVPR 2026 A Sequence-Graph Fusion Framework via BiMamba and Fourier-KAN for Interpretable Drug-Target Affinity Prediction UAI 2026 Attention-to-Survival: Multimodal Fracture Risk Prediction Based on Pelvic Radiographs and Clinical Data from the Study of Osteoporotic Fractures MIDL 2026 AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation CVPR 2026 AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization WACV 2026 BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates CVPR 2026 Being Positive about Negative Queries: Exclusion Aware Multimodal Retrieval using Disentangled Representations WACV 2026 Beyond Duality: A Hybrid Framework of Leveraging Shared and Private Features for RGB-Event Object Detection CVPR 2026 Beyond Explicit Language: Plug-and-Play Visual-to-Linguistic Modeling Toward General Object Tracking CVPR 2026 Beyond Missing Modalities: Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion Recognition CVPR 2026 BioVITA: Biological Dataset, Model, and Benchmark for Visual-Textual-Acoustic Alignment CVPR 2026 Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources WACV 2026 Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction CVPR 2026 BriMA: Bridged Modality Adaptation for Multi-Modal Continual Action Quality Assessment CVPR 2026 Bulk RNA-seq Guided Multi-modal Detection of Anomalous Regions in Human Cancer via Spatial Transcriptomics CVPR 2026 Camouflage-aware Image-Text Retrieval via Expert Collaboration CVPR 2026 CAPT: Confusion-Aware Prompt Tuning for Reducing Vision-Language Misalignment CVPR 2026 CCF: Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object Detection CVPR 2026