| Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler | Sep 26, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 0 | 5 |
| Generalizing Reward Modeling for Out-of-Distribution Preference Learning | Feb 22, 2024 | Bilevel OptimizationMeta-Learning | CodeCode Available | 0 | 5 |
| Clustering Indices based Automatic Classification Model Selection | May 23, 2023 | ClassificationClustering | CodeCode Available | 0 | 5 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 | 5 |
| Inverse Learning with Extremely Sparse Feedback for Recommendation | Nov 14, 2023 | Meta-Learning | CodeCode Available | 0 | 5 |
| Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups | Nov 3, 2024 | Binary ClassificationComplex Word Identification | CodeCode Available | 0 | 5 |
| Latent Bottlenecked Attentive Neural Processes | Nov 15, 2022 | Meta-LearningMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction | Jan 24, 2019 | Meta-LearningPrediction | CodeCode Available | 0 | 5 |
| Learning to Generate Noise for Multi-Attack Robustness | Jun 22, 2020 | Meta-Learning | CodeCode Available | 0 | 5 |
| Few-Shot Classification of Skin Lesions from Dermoscopic Images by Meta-Learning Representative Embeddings | Oct 30, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition | Nov 9, 2021 | Continual LearningKnowledge Distillation | CodeCode Available | 0 | 5 |
| Clustered Task-Aware Meta-Learning by Learning from Learning Paths | Sep 29, 2021 | ClusteringFew-Shot Image Classification | CodeCode Available | 0 | 5 |
| INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing | Aug 11, 2023 | CPUGPU | CodeCode Available | 0 | 5 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Meta-Graph: Few Shot Link Prediction via Meta Learning | Dec 20, 2019 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning | Sep 29, 2021 | FormGeneralized Zero-Shot Learning | CodeCode Available | 0 | 5 |
| Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind | Nov 9, 2022 | Meta-LearningMetric Learning | CodeCode Available | 0 | 5 |
| Incremental Few-Shot Learning with Attention Attractor Networks | Oct 16, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection | Jul 11, 2025 | Computational EfficiencyFederated Learning | CodeCode Available | 0 | 5 |
| Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction | Oct 6, 2022 | Conformal PredictionMeta-Learning | CodeCode Available | 0 | 5 |
| Few-shot calibration of low-cost air pollution (PM2.5) sensors using meta-learning | Aug 2, 2021 | Meta-LearningTransfer Learning | CodeCode Available | 0 | 5 |
| CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels | Jul 16, 2025 | Learning with noisy labelsMeta-Learning | CodeCode Available | 0 | 5 |
| Improving Meta-Learning Generalization with Activation-Based Early-Stopping | Aug 3, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Active exploration in parameterized reinforcement learning | Oct 6, 2016 | Meta-LearningQ-Learning | CodeCode Available | 0 | 5 |
