{"total":17,"rows":[{"id":"2205.02918","title":"Generating Representative Samples for Few-Shot Classification","created":"2022-05-05","cited_by_count":39,"area":null},{"id":"2108.03553","title":"Self-Adversarial Disentangling for Specific Domain Adaptation","created":"2021-08-08","cited_by_count":29,"area":null},{"id":"2304.07306","title":"Learning to Defer with Limited Expert Predictions","created":"2023-04-14","cited_by_count":25,"area":null},{"id":"2107.00197","title":"Few-Shot Learning with a Strong Teacher","created":"2021-07-01","cited_by_count":16,"area":null},{"id":"2201.09699","title":"EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients","created":"2022-01-24","cited_by_count":16,"area":null},{"id":"2205.15234","title":"Few-Shot Adaptation of Pre-Trained Networks for Domain Shift","created":"2022-05-30","cited_by_count":16,"area":null},{"id":"2205.09904","title":"Deep transfer learning for image classification: a survey","created":"2022-05-20","cited_by_count":13,"area":null},{"id":"2211.14782","title":"Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection","created":"2022-11-27","cited_by_count":12,"area":null},{"id":"2102.05176","title":"Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network","created":"2021-02-09","cited_by_count":6,"area":null},{"id":"2106.08112","title":"Contextualizing Meta-Learning via Learning to Decompose","created":"2021-06-15","cited_by_count":5,"area":null},{"id":"2501.09705","title":"Practical Continual Forgetting for Pre-trained Vision Models","created":"2025-01-16","cited_by_count":4,"area":null},{"id":"2410.05302","title":"Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classification","created":"2024-10-04","cited_by_count":2,"area":null},{"id":"2110.11597","title":"ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI","created":"2021-10-22","cited_by_count":1,"area":null},{"id":"2404.19354","title":"PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC","created":"2024-04-30","cited_by_count":1,"area":null},{"id":"2412.16739","title":"UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning","created":"2024-12-21","cited_by_count":1,"area":null},{"id":"2211.14668","title":"A Maximum Log-Likelihood Method for Imbalanced Few-Shot Learning Tasks","created":"2022-11-26","cited_by_count":0,"area":null},{"id":"2506.17499","title":"Episode-specific Fine-tuning for Metric-based Few-shot Learners with Optimization-based Training","created":"2025-06-20","cited_by_count":0,"area":null}],"next_cursor":null}