Representation Learning

LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence AAAI 2026 LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling WACV 2026 MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026 MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering AAAI 2026 Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026 MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026 MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis AAAI 2026 MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection AAAI 2026 MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning AAAI 2026 Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering AAAI 2026 Matching Semantically Similar Non-Identical Objects WACV 2026 Maximizing Schatten-p Norm Regularization Toward Balance AAAI 2026 MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration AAAI 2026 MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026 MDND: Unsupervised Learning Guided by Non-Differentiable Refinement for Shape Correspondence AAAI 2026 Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026 Mem-MLP: Real-Time 3D Human Motion Generation from Sparse Inputs WACV 2026 Memoire: Learning User Personas from Gallery Tags for Personalized Photo Curation WACV 2026 Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026 Memory-Augmented Representation for Efficient Event-based Visuomotor Policy Learning with Adaptive Perception and Control WACV 2026 MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging AAAI 2026 Meta-YOLO: Metadata-Guided Real-Time Object Detector in Aerial Imagery WACV 2026 METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes AAAI 2026 MF-Speech: Achieving Fine-Grained and Compositional Control in Speech Generation via Factor Disentanglement AAAI 2026 MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video AAAI 2026