Machine Learning

Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework AAAI 2026 Error Slice Discovery via Manifold Compactness AAAI 2026 Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors AAAI 2026 Escaping the CAM Shadow: Uncertainty-Guided Reliable Learning for Weakly Supervised Semantic Segmentation AAAI 2026 ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026 ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment EACL 2026 ESMC: MLLM-Based Embedding Selection for Explainable Multiple Clustering AAAI 2026 Estimating Interventional Outcomes over Time with Causal Normalizing Flow UAI 2026 Estimating Ising Models in Total Variation Distance COLT 2026 Estimating Joint Interventional Distributions from Marginal Interventional Data CLeaR 2026 Estimating Online Influence Needs Causal Modeling! Counterfactual Analysis of Misinformation Engagement on Social Media AAAI 2026 Estimating the True Distribution of Data Collected with Randomized Response AAAI 2026 Estimation and Inference for Causal Explainability CLeaR 2026 Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders EACL 2026 Evaluating and Learning Robust Bandit Policies Under Uncertain Causal Mechanisms CLeaR 2026 Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks ACL 2026 Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption EACL 2026 Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features EACL 2026 Evaluating Online Moderation via LLM-Powered Counterfactual Simulations AAAI 2026 Evaluating Text-to-Image and Text-to-Video Synthesis with a Conditional Frechet Distance WACV 2026 Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026 Evaluation of "Probabilities of Causation" in Case-Control Studies: Identification and Estimation UAI 2026 EV-CGNet: Co-visible Focused 3D-guided 2D Event Keypoint Detection Network CVPR 2026 Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency AAAI 2026 Event Stream Filtering via Probability Flux Estimation CVPR 2026