Machine Learning

ChulaNLP at SemEval-2026 Task 5: Regression-Calibrated LLM for Word-Sense Scoring SemEval 2026 Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 CIA: Cluster-Instance Alignment for Unsupervised Day-Night Vehicle Re-Identification AAAI 2026 CICL26 at SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning SemEval 2026 CineMPC: A Fully Autonomous Drone Cinematography System Incorporating Zoom, Focus, Pose, and Scene Composition (Abstract Reprint) AAAI 2026 CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition WACV 2026 CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization AAAI 2026 CIP-Net: Continual Interpretable Prototype-based Network AAAI 2026 CITD@UIT at SemEval-2026 Task 4: Structured Reasoning and Metric Specialization for Narrative Similarity SemEval 2026 CKDA: Cross-modality Knowledge Disentanglement and Alignment for Visible-Infrared Lifelong Person Re-identification AAAI 2026 CLaC at SemEval-2026 Task 6: Response Clarity Detection in Political Discourse SemEval 2026 CLASP: Cross-modal Salient Anchor-based Semantic Propagation for Weakly-supervised Dense Audio-Visual Event Localization AAAI 2026 Class-Aware Active Annotation in Federated Semi-Supervised Learning for Medical Image Classification AAAI 2026 Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks AAAI 2026 Classification Under Local Differential Privacy with Model Reversal and Model Averaging JMLR 2026 Classifier-induced Reciprocal Points for Multi-label Open-set Recognition AAAI 2026 Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems EACL 2026 Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation AAAI 2026 CL-DMDF: Dynamic Multimodal Data Fusion Model Based on Contrastive Learning AAAI 2026 Cleaning the Pool: Progressive Filtering of Unlabeled Pools in Deep Active Learning CVPR 2026 Clean-Label Physical Backdoor Attacks with Data Distillation AAAI 2026 CLEX: Complementary Label Exchange Learning for Noisy Facial Expression Recognition CVPR 2026 CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning AAAI 2026 Client-level Active Error Correction in Distributed Learning AAAI 2026 CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026