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multimodal fusion

303 papers

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Co-occurring keywords

multimodal learning (4645) emotion recognition (661) attention mechanism (4001) contrastive learning (4032) feature fusion (555) representation learning (6206) multimodal sentiment analysis (112) video understanding (1658) sentiment analysis (2084) object detection (2762)

Papers

PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning AAAI 2026

DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction AAAI 2026

Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion AAAI 2026

MPJudge: Towards Perceptual Assessment of Music-Induced Paintings AAAI 2026

MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation AAAI 2026

Topology-Aware Vision Transformers for Enhanced Scene Recognition AAAI 2026

HyPCA-Net: Advancing Multimodal Fusion in Medical Image Analysis WACV 2026

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection AAAI 2026

Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning AAAI 2026

Bridging the Modality Reliability Gap in Drug-Target Interaction Prediction via a Confidence-aware Multimodal Fusion Framework AAAI 2026

RaLiFlow: Scene Flow Estimation with 4D Radar and LiDAR Point Clouds AAAI 2026

SAME: Spatial-Aware Multimodal Egocentric Human Pose Estimation AAAI 2026

RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation AAAI 2026

Temporal and Spatial Representation Learning for Multimodal Low-Beam 3D Object Detection AAAI 2026

Towards Photorealistic Style Transfer with Multimodal Guidance and Robustness to Content Images in Arbitrary Styles WACV 2026

VLMs Guided Interpretable Decision Making in Autonomous Driving WACV 2026

Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026

BigTokDetect: A Clinically-Informed Vision–Language Modeling Framework for Detecting Pro-Bigorexia Videos on TikTok EACL 2026

CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring AAAI 2026

PLUM-Net: Prototype-Induced Label Structuring for Disentangled Multimodal Representation Network AAAI 2026

Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection AAAI 2026

MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains AAAI 2026

From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation AAAI 2026

Reconstruction Using the Invisible: Intuition from NIR and Metadata for Enhanced 3D Gaussian Splatting AAAI 2026

PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection Under Challenging Conditions AAAI 2026