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Curriculum Learning

136 directly classified papers

Papers per year

Papers

Scale Efficient Training for Large Datasets CVPR 2025
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ACL 2025
An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025
Teach Small Models to Reason by Curriculum Distillation EMNLP 2025
From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025
Calibrated Disambiguation for Partial Multi-label Learning AAAI 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ACL 2025
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025
Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025
UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025
Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning ICCV 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025
AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation WACV 2025
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025
An Entropy-Based Model for Hierarchical Learning JMLR 2024
Implicit Curriculum in Procgen Made Explicit NIPS 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024
Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks AAAI 2024