| Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection | Nov 29, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field | Nov 25, 2021 | 3D ReconstructionMeta-Learning | CodeCode Available | 1 |
| Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors | Nov 22, 2021 | Meta-Learning | CodeCode Available | 1 |
| Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection | Nov 12, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech | Nov 7, 2021 | Meta-LearningSpeech Synthesis | CodeCode Available | 1 |
| RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity Recognition | Oct 29, 2021 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 |
| Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | Oct 27, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Learning where to learn: Gradient sparsity in meta and continual learning | Oct 27, 2021 | Continual LearningInductive Bias | CodeCode Available | 1 |
| Meta-Learning Sparse Implicit Neural Representations | Oct 27, 2021 | Meta-Learning | CodeCode Available | 1 |
| Meta-learning with an Adaptive Task Scheduler | Oct 26, 2021 | Drug DiscoveryMeta-Learning | CodeCode Available | 1 |
| On sensitivity of meta-learning to support data | Oct 26, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark | Oct 24, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 |
| MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation | Oct 23, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Exploiting Domain-Specific Features to Enhance Domain Generalization | Oct 18, 2021 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Meta-learning via Language Model In-context Tuning | Oct 15, 2021 | In-Context LearningInductive Bias | CodeCode Available | 1 |
| On the Convergence Theory for Hessian-Free Bilevel Algorithms | Oct 13, 2021 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners | Oct 12, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning | Oct 8, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Graph Meta Network for Multi-Behavior Recommendation | Oct 8, 2021 | DiversityMeta-Learning | CodeCode Available | 1 |
| Meta Internal Learning | Oct 6, 2021 | Image GenerationMeta-Learning | CodeCode Available | 1 |
| Influence-Balanced Loss for Imbalanced Visual Classification | Oct 6, 2021 | ClassificationLong-tail Learning | CodeCode Available | 1 |
| Meta-learning an Intermediate Representation for Few-shot Block-wise Prediction of Landslide Susceptibility | Oct 3, 2021 | Meta-Learning | CodeCode Available | 1 |
| Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness | Sep 29, 2021 | Change DetectionManagement | CodeCode Available | 1 |
| An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling | Sep 27, 2021 | Few-shot NERMeta-Learning | CodeCode Available | 1 |
| A Meta-Learning Approach for Training Explainable Graph Neural Networks | Sep 20, 2021 | Graph ClassificationMeta-Learning | CodeCode Available | 1 |
