| ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification | May 16, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 |
| SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification | May 15, 2023 | AllFew-Shot Image Classification | —Unverified | 0 |
| Learning to Learn Unlearned Feature for Brain Tumor Segmentation | May 13, 2023 | Active LearningBrain Tumor Segmentation | —Unverified | 0 |
| DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning | May 13, 2023 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn | May 12, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction | May 12, 2023 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation | May 11, 2023 | Cardiac SegmentationDomain Adaptation | —Unverified | 0 |
| Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation | May 11, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Rethinking Class Imbalance in Machine Learning | May 6, 2023 | FairnessMeta-Learning | —Unverified | 0 |
| Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting | May 5, 2023 | Meta-LearningTime Series | CodeCode Available | 1 |
| Black-box Prompt Tuning with Subspace Learning | May 4, 2023 | Meta-Learning | —Unverified | 0 |
| Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI | May 4, 2023 | Image ReconstructionMeta-Learning | —Unverified | 0 |
| Generative Meta-Learning for Zero-Shot Relation Triplet Extraction | May 3, 2023 | General KnowledgeMeta-Learning | —Unverified | 0 |
| Accelerating Neural Self-Improvement via Bootstrapping | May 2, 2023 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Model-agnostic Measure of Generalization Difficulty | May 1, 2023 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| META-SMGO-Δ: similarity as a prior in black-box optimization | Apr 30, 2023 | global-optimizationMeta-Learning | —Unverified | 0 |
| Analogy-Forming Transformers for Few-Shot 3D Parsing | Apr 27, 2023 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| On the Generalization Error of Meta Learning for the Gibbs Algorithm | Apr 27, 2023 | Meta-Learning | —Unverified | 0 |
| Implicit Counterfactual Data Augmentation for Robust Learning | Apr 26, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Combining Adversaries with Anti-adversaries in Training | Apr 25, 2023 | FairnessMeta-Learning | —Unverified | 0 |
| Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning | Apr 24, 2023 | Meta-Learningreinforcement-learning | —Unverified | 0 |
| AwesomeMeta+: A Mixed-Prototyping Meta-Learning System Supporting AI Application Design Anywhere | Apr 24, 2023 | Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer | Apr 24, 2023 | Meta-LearningStyle Transfer | —Unverified | 0 |
| Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection | Apr 24, 2023 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Constructing a meta-learner for unsupervised anomaly detection | Apr 22, 2023 | Anomaly DetectionAutoML | —Unverified | 0 |
