conftrace_

Learning Paradigms

2,205 papers (6 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Meta-Learning (1,038) Federated Learning (969) Curriculum Learning (214)

Papers per year

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54

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180

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Papers (including subtopics)

LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game IJCAI 2024 Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024 Learning Not to Regret AAAI 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024 Learning to Learn Better Visual Prompts AAAI 2024 Learning to Learn in Interactive Constraint Acquisition AAAI 2024 Learning Versatile Skills with Curriculum Masking NeurIPS 2024 Learning via Surrogate PAC-Bayes NeurIPS 2024 Leveraging partial stragglers within gradient coding NeurIPS 2024 Localized Zeroth-Order Prompt Optimization NeurIPS 2024 Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NeurIPS 2024 Low Precision Local Training is Enough for Federated Learning NeurIPS 2024 Low-Resource Machine Translation through the Lens of Personalized Federated Learning EMNLP 2024 LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024 MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning ICLR 2024 Maximum Knowledge Orthogonality Reconstruction With Gradients in Federated Learning WACV 2024 Mean Aggregator Is More Robust than Robust Aggregators under Label Poisoning Attacks IJCAI 2024 MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024 Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NeurIPS 2024 MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024 MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning CVPR 2024 Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NeurIPS 2024 Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction ICLR 2024 Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NeurIPS 2024