Multimodal Learning

Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration CVPR 2026 MultiModalPFN: Extending Prior-Data Fitted Networks for Multimodal Tabular Learning CVPR 2026 Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation CVPR 2026 Multimodal Semantic Bias Mitigation for Diverse Text-To-3D Generation CVPR 2026 Multi-Modal Soccer Scene Analysis with Masked Pre-Training WACV 2026 MuseDance: A Diffusion-based Music-Driven Image Animation System WACV 2026 NOSE: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning ACL 2026 OmniFood8K: Single-Image Nutrition Estimation via Hierarchical Frequency-Aligned Fusion CVPR 2026 OmniNet: A Multi-Modality Neural Network for Robust Remote Respiratory Rate Measurement from Facial Video MIDL 2026 OmniSonic: Towards Universal and Holistic Audio Generation from Video and Text CVPR 2026 OmniZip: Learning a Unified and Lightweight Lossless Compressor for Multi-Modal Data CVPR 2026 OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning CVPR 2026 PaRaChute: Pathology-Radiology Cross-Modal Fusion for Missing-Modality-Robust Survival Prediction WACV 2026 Parameter-Efficient Adaptation for MLLMs via Implicit Modality Decomposition CVPR 2026 ParTY: Part-Guidance for Expressive Text-to-Motion Synthesis CVPR 2026 PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation CVPR 2026 Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation MIDL 2026 Progressive Cross-Modal Causal Intervention for Long-Term Action Recognition CVPR 2026 Progressive Multi-cue Alignment for Unaligned RGBT Tracking CVPR 2026 ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology CVPR 2026 Protein-STORY: Semantic Text-Oriented Representation Yields biologically meaningful Protein embeddings ACL 2026 QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis ACL 2026 ReaGEN: Adaptive Generation of Structured Chains-of-Thought for Efficient Multimodal Reasoning CVPR 2026 Reasoning Diffusion for Unpaired Test Time Out-of-distribution Text-Image to Video Generation CVPR 2026 REL-SF4PASS: Panoramic Semantic Segmentation with REL Depth Representation and Spherical Fusion CVPR 2026