weak supervision

A²LC: Active and Automated Label Correction for Semantic Segmentation AAAI 2026 AI4PC-Howard University at SemEval-2026 Task 9: Evaluating Teacher-Student Weak Supervision and Direct LLM Prompting for Multilingual Political Polarization Detection SemEval 2026 A Lightweight Explainable Guardrail for Prompt Safety ACL 2026 Annotation-Efficient Coreset Selection for Context-dependent Segmentation CVPR 2026 Context-Aware Patch Representations for Multiple Instance Learning MIDL 2026 Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026 GEM-TFL: Bridging Weak and Full Supervision for Forgery Localization through EM-Guided Decomposition and Temporal Refinement CVPR 2026 Human-Corrected Labels Learning: Enhancing Labels Quality via Human Correction of VLMs Discrepancies AAAI 2026 Mendel292 at SemEval-2026 Task 4: Disentangled Narrative Embeddings for Story Similarity SemEval 2026 Monocular Open Vocabulary Occupancy Prediction for Indoor Scenes CVPR 2026 Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction EACL 2026 PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data AAAI 2026 Selective Weak-to-Strong Generalization AAAI 2026 Stitch-a-Demo: Creating Video Demonstrations from Multistep Descriptions CVPR 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 When and How Often is Weighted Majority Vote Optimal Under Log Loss? UAI 2026 Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025 An Adaptive Method for Weak Supervision with Drifting Data AISTATS 2025 An Exemplar-based Framework for Chinese Text Recognition AAAI 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 Dense Video Object Captioning from Disjoint Supervision ICLR 2025 GaussianFlowOcc: Sparse and Weakly Supervised Occupancy Estimation using Gaussian Splatting and Temporal Flow ICCV 2025 Instance-wise Supervision-level Optimization in Active Learning CVPR 2025 LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision ICLR 2025