deep learning

Advancing Out-of-Distribution Detection Across Diverse Scenarios AAAI 2026 AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data AAAI 2026 Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026 A Survey of Deep Learning for Geometry Problem Solving ACL 2026 BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction AAAI 2026 BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract) AAAI 2026 Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification AAAI 2026 CSVR: Combined Surface and Volume Registration for Neonatal Brain MRI MIDL 2026 DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks AAAI 2026 Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization AAAI 2026 DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping AAAI 2026 Digital Scale: Open-Source On-Device BMI Estimation from Smartphone Camera Images Trained on a Large-Scale Real-World Dataset AAAI 2026 Efficient Forecasting of Geostationary Infrared Brightness Temperature Sequences: A Benchmark and a Lightweight Model AAAI 2026 Efficient, Secure, Differentially Private Deep Learning in the Two-Server Model AAAI 2026 End-to-End Deep Learning for Predicting Metric Space-Valued Outputs JMLR 2026 Fetal and Neonatal Cortical Surface Reconstruction with Anatomical Normal-guidance and Perceptual Enhancements WACV 2026 From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production AAAI 2026 HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology AAAI 2026 Invited Open Problem: Is the Power of Deep Learning over Linear Models Inherently Distribution Dependent? COLT 2026 Learning to Transform: Unifying Latent Geometric Shape and Appearance Representations in Healthcare Imaging AAAI 2026 Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026 Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026 MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026 Mind the Gap: Predicting, Explaining and Reducing Time-to-First-Comment (Reply Gap) in Online Mental-Health Communities AAAI 2026 Mix-QSAM2: Mixed-Precision Quantization for High Fidelity Segmentation in Resource Constrained Scenarios AAAI 2026