{"total":39,"rows":[{"id":"2307.04722","title":"Advances and Challenges in Meta-Learning: A Technical Review","created":"2023-07-10","cited_by_count":65,"area":null},{"id":"2105.02221","title":"How Fine-Tuning Allows for Effective Meta-Learning","created":"2021-05-05","cited_by_count":41,"area":null},{"id":"2209.14851","title":"Meta Knowledge Condensation for Federated Learning","created":"2022-09-29","cited_by_count":26,"area":null},{"id":"2202.05613","title":"CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning","created":"2022-02-11","cited_by_count":24,"area":null},{"id":"2202.03926","title":"Distribution Regression with Sliced Wasserstein Kernels","created":"2022-02-08","cited_by_count":18,"area":null},{"id":"2110.14098","title":"Provable Lifelong Learning of Representations","created":"2021-10-27","cited_by_count":15,"area":null},{"id":"2305.18577","title":"Towards Constituting Mathematical Structures for Learning to Optimize","created":"2023-05-29","cited_by_count":13,"area":null},{"id":"2103.16277","title":"Conditional Meta-Learning of Linear Representations","created":"2021-03-30","cited_by_count":12,"area":null},{"id":"2108.04055","title":"The Role of Global Labels in Few-Shot Classification and How to Infer Them","created":"2021-08-09","cited_by_count":12,"area":null},{"id":"2101.08390","title":"An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning","created":"2021-01-21","cited_by_count":10,"area":null},{"id":"2208.01545","title":"The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence","created":"2022-08-02","cited_by_count":10,"area":null},{"id":"2107.02378","title":"Learning an Explicit Hyperparameter Prediction Function Conditioned on Tasks","created":"2021-07-06","cited_by_count":9,"area":null},{"id":"2107.14035","title":"ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback","created":"2021-07-23","cited_by_count":8,"area":null},{"id":"2302.11709","title":"Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes","created":"2023-02-23","cited_by_count":8,"area":null},{"id":"2212.06864","title":"Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability","created":"2022-12-10","cited_by_count":7,"area":null},{"id":"2102.02504","title":"Meta-strategy for Learning Tuning Parameters with Guarantees","created":"2021-02-04","cited_by_count":6,"area":null},{"id":"2306.13841","title":"Is Pre-training Truly Better Than Meta-Learning?","created":"2023-06-24","cited_by_count":6,"area":null},{"id":"2110.08432","title":"Meta-Learning with Adjoint Methods","created":"2021-10-16","cited_by_count":5,"area":null},{"id":"2305.07892","title":"DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning","created":"2023-05-13","cited_by_count":4,"area":null},{"id":"2305.19694","title":"Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability","created":"2023-05-31","cited_by_count":4,"area":null},{"id":"2212.11702","title":"Robust Meta-Representation Learning via Global Label Inference and Classification","created":"2022-12-22","cited_by_count":2,"area":null},{"id":"2312.07338","title":"Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification","created":"2023-12-12","cited_by_count":2,"area":null},{"id":"2402.16105","title":"Towards Automated Knowledge Integration From Human-Interpretable Representations","created":"2024-02-25","cited_by_count":2,"area":null},{"id":"2403.06424","title":"Bridging Domains with Approximately Shared Features","created":"2024-03-11","cited_by_count":2,"area":null},{"id":"2510.14711","title":"Fast and Scalable Score-Based Kernel Calibration Tests","created":"2025-10-16","cited_by_count":2,"area":null},{"id":"2201.07348","title":"Learning Tensor Representations for Meta-Learning","created":"2022-01-18","cited_by_count":1,"area":null},{"id":"2106.04392","title":"Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition","created":"2021-06-05","cited_by_count":0,"area":null},{"id":"2309.09443","title":"Enhancing Multilingual Speech Recognition through Language Prompt Tuning and Frame-Level Language Adapter","created":"2023-09-18","cited_by_count":0,"area":null},{"id":"2311.08141","title":"GMTR: Graph Matching Transformers","created":"2023-11-14","cited_by_count":0,"area":null},{"id":"2312.16805","title":"DarkShot: Lighting Dark Images with Low-Compute and High-Quality","created":"2023-12-28","cited_by_count":0,"area":null},{"id":"2401.05431","title":"TRLS: A Time Series Representation Learning Framework via Spectrogram for Medical Signal Processing","created":"2024-01-06","cited_by_count":0,"area":null},{"id":"2401.05432","title":"TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks","created":"2024-01-06","cited_by_count":0,"area":null},{"id":"2403.13663","title":"T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image","created":"2024-03-20","cited_by_count":0,"area":null},{"id":"2408.17101","title":"Strategic Arms with Side Communication Prevail Over Low-Regret MAB Algorithms","created":"2024-08-30","cited_by_count":0,"area":null},{"id":"2410.11162","title":"Towards General Deepfake Detection with Dynamic Curriculum","created":"2024-10-15","cited_by_count":0,"area":null},{"id":"2410.13409","title":"Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs","created":"2024-10-17","cited_by_count":0,"area":null},{"id":"2503.07961","title":"Overlap-aware meta-learning attention to enhance hypergraph neural networks for node classification","created":"2025-03-11","cited_by_count":0,"area":null},{"id":"2505.02972","title":"GeoERM: Geometry-Aware Multi-Task Representation Learning on Riemannian Manifolds","created":"2025-05-05","cited_by_count":0,"area":null},{"id":"2507.06486","title":"Mask6D: Masked Pose Priors For 6D Object Pose Estimation","created":"2025-07-09","cited_by_count":0,"area":null}],"next_cursor":null}