Machine Learning

Eventually LIL Regret: Almost Sure $\ln\ln T$ Regret for a sub-Gaussian Mixture on Unbounded Data ALT 2026 Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026 Ev-iCRF: Self-supervised Event-guided iCRF Estimation for HDR Image Reconstruction AAAI 2026 Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data AAAI 2026 Evidential Deep Partial Label Learning to Quantify Disambiguation Uncertainty CVPR 2026 Evidential Semantic Entropy for LLM Uncertainty Quantification EACL 2026 Evidential Transformation Network: Turning Pretrained Models into Evidential Models for Post-hoc Uncertainty Estimation CVPR 2026 EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion AAAI 2026 Evolutionary Search for Automated Design of Uncertainty Quantification Methods ACL 2026 Evolving Semantic Propagation for Aerial Semantic 3D Gaussian Splatting AAAI 2026 EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection ACL 2026 EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026 Exact Combinatorial Multi-Class Graph Cuts for Semi-Supervised Learning AAAI 2026 Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026 Exact Uncertainty Propagation via Gaussian Process Neurons UAI 2026 ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models EACL 2026 ExDDV: A New Dataset for Explainable Deepfake Detection in Video WACV 2026 Exemplar-Free Class Incremental Learning via Preserving Class-Discriminative Structure CVPR 2026 Exemplar-Free Continual Learning for State Space Models CVPR 2026 Exogenous Randomness Empowering Random Forests JMLR 2026 ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026 Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning AAAI 2026 Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation AAAI 2026 Experience with Single Domain Generalization in Real World Medical Imaging Deployments AAAI 2026 Experiential Fairness: Bridging the Gap Between User Experience and Resource-Centric Fairness in Online LLM Services AAAI 2026