Machine Learning

RL-U2Net: A Dual-Branch UNet with Reinforcement Learning-Assisted Multimodal Feature Fusion for Accurate 3D Whole-Heart Segmentation AAAI 2026 RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning AAAI 2026 R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization WACV 2026 rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026 RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions AAAI 2026 RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design AAAI 2026 RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026 RobuMTL: Enhancing Multi-Task Learning Robustness Against Weather Conditions WACV 2026 Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise UAI 2026 Robust Causal Discovery Under Imperfect Structural Constraints AAAI 2026 Robust Decentralized Multi-armed Bandits: From Corruption-Resilience to Byzantine-Resilience AAAI 2026 Robust Decision-Focused Learning via Worst-Case Regret Minimization UAI 2026 Robust Detection of Synthetic Tabular Data Under Schema Variability AAAI 2026 Robust Domain Adaptive Hashing via Structural Noise Modeling and Correction AAAI 2026 Robust estimation of graphical models with measurement error: False discovery control and sensitivity analysis UAI 2026 RobustGait: Robustness Analysis for Appearance Based Gait Recognition WACV 2026 Robust High-Order Tensor Compressive Sensing Based on M-Estimators AAAI 2026 Robust Integrative Analysis of Multi-omics Datasets via Nuclear-norm Maximization AAAI 2026 Robust Lazy Conflict Detection via Multi-Conflict Extraction and Genetic Diversity Control AAAI 2026 Robust Learning from Noisily Labeled Long-Tailed Data via Fairness Regularizer AAAI 2026 Robust Multiagent Combinatorial Path Finding AAAI 2026 Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026 Robustness Quantification for Discriminative Models: a New Robustness Metric and its Application to Dynamic Classifier Selection UAI 2026 Robust Online Learning ALT 2026 RobusTor3D: Robust Multimodal 3D Object Detector for Autonomous Driving by Vision-Language Knowledge Blending AAAI 2026