Curriculum Learning

Learnability-Guided Diffusion for Dataset Distillation CVPR 2026 Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum COLT 2026 Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection CVPR 2026 Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays MIDL 2026 MALTO at SemEval-2026 Task 13: Detecting Human, AI, and Hybrid Code via Hard Negative Mining and Curriculum-Driven Ensembles SemEval 2026 MedKCO: Medical Vision-Language Pretraining via Knowledge-Driven Cognitive Orchestration CVPR 2026 Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards ACL 2026 MTIVE: Multi-Task Image Verification Engine Using Vision-Language Models for E-commerce ACL 2026 OddGridBench: Exposing the Lack of Fine-Grained Visual Discrepancy Sensitivity in Multimodal Large Language Models CVPR 2026 PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning ACL 2026 PolarMind at SemEval-2026 Task 9: Leveraging LaBSE with Progressive Curriculum Learning for Multicultural Polarization SemEval 2026 Real-Time Long Horizon Air Quality Forecasting via Group-Relative Policy Optimization CVPR 2026 Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning CVPR 2026 ReflexSplit: Single Image Reflection Separation via Layer Fusion-Separation CVPR 2026 Revisiting Age of Acquisition in Curriculum Learning: Disentangling Lexical Features and Semantic Structure CoNLL 2026 Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset CVPR 2026 SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework ACL 2026 SelecTKD: Selective Token-Weighted Knowledge Distillation for LLMs CVPR 2026 SinGeo: Unlock Single Model's Potential for Robust Cross-View Geo-Localization CVPR 2026 Sky2Ground: A Benchmark for Site Modeling under Varying Altitude CVPR 2026 SLR: Automated Synthesis for Scalable Logical Reasoning ACL 2026 SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility ACL 2026 Synthetic Curriculum Reinforces Compositional Text-to-Image Generation CVPR 2026 Toward Diffusible High-Dimensional Latent Spaces: A Frequency Perspective CVPR 2026 Tutor-Student Reinforcement Learning: A Dynamic Curriculum for Robust Deepfake Detection CVPR 2026