| CMVAE: Causal Meta VAE for Unsupervised Meta-Learning | Feb 20, 2023 | Few-Shot Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| Environmental Sensor Placement with Convolutional Gaussian Neural Processes | Nov 18, 2022 | Active LearningGaussian Processes | CodeCode Available | 0 | 5 |
| Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning | Oct 6, 2022 | Meta-LearningVariational Inference | CodeCode Available | 0 | 5 |
| Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning | Aug 15, 2021 | Action RecognitionAction Understanding | CodeCode Available | 0 | 5 |
| CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation | Aug 24, 2021 | Computational EfficiencyMeta-Learning | CodeCode Available | 0 | 5 |
| Interval Bound Interpolation for Few-shot Learning with Few Tasks | Apr 7, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| It HAS to be Subjective: Human Annotator Simulation via Zero-shot Density Estimation | Sep 30, 2023 | Density EstimationMeta-Learning | 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 |
| Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition | Nov 9, 2021 | Continual LearningKnowledge Distillation | CodeCode Available | 0 | 5 |
| Few-shot Conformal Prediction with Auxiliary Tasks | Feb 17, 2021 | Computational chemistryConformal Prediction | CodeCode Available | 0 | 5 |
| Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler | Sep 26, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 0 | 5 |
| Clustering Indices based Automatic Classification Model Selection | May 23, 2023 | ClassificationClustering | CodeCode Available | 0 | 5 |
| Incremental Few-Shot Learning with Attention Attractor Networks | Oct 16, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Interpretable Meta-Measure for Model Performance | Jun 2, 2020 | Meta-Learningmodel | CodeCode Available | 0 | 5 |
| Continuous Meta-Learning without Tasks | Dec 18, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Learning to Evolve on Dynamic Graphs | Nov 13, 2021 | Graph Neural NetworkMeta-Learning | CodeCode Available | 0 | 5 |
| Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis | Sep 29, 2021 | Few-Shot LearningGeneralization Bounds | CodeCode Available | 0 | 5 |
| Improving Memory Efficiency for Training KANs via Meta Learning | Jun 9, 2025 | image-classificationImage Classification | 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 |
| Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant Factors | Jul 11, 2024 | DiversityDomain Generalization | CodeCode Available | 0 | 5 |
| Improving Meta-Continual Learning Representations with Representation Replay | Sep 29, 2021 | Continual LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Improving Generalization in Meta-Learning via Meta-Gradient Augmentation | Jun 14, 2023 | Few-Shot LearningMemorization | 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 |
| Improving Meta-Learning Generalization with Activation-Based Early-Stopping | Aug 3, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
