Title |
|---|
 Bootstrapped Meta-LearningInternational Conference on Learning Representations (ICLR), 2021 |
 Transductive Few-Shot Classification on the Oblique ManifoldIEEE International Conference on Computer Vision (ICCV), 2021 |
 Rectifying the Shortcut Learning of Background for Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2021 |
 Meta-Learning with Fewer Tasks through Task InterpolationInternational Conference on Learning Representations (ICLR), 2021 |
 Stateless Neural Meta-Learning using Second-Order GradientsMachine-mediated learning (ML), 2021 |
 On Learning the Geodesic Path for Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2021 |
 ORBIT: A Real-World Few-Shot Dataset for Teachable Object RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 |
 Few-Shot Incremental Learning with Continually Evolved ClassifiersComputer Vision and Pattern Recognition (CVPR), 2021 |
 Investigating Bi-Level Optimization for Learning and Vision from a
Unified Perspective: A Survey and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Personalized Adaptive Meta Learning for Cold-start User Preference
PredictionAAAI Conference on Artificial Intelligence (AAAI), 2020 |
 Meta-Learning with Adaptive HyperparametersNeural Information Processing Systems (NeurIPS), 2020 |
 Meta-learning the Learning Trends Shared Across TasksBritish Machine Vision Conference (BMVC), 2020 |
 Improving Few-Shot Learning through Multi-task Representation Learning
TheoryEuropean Conference on Computer Vision (ECCV), 2020 |
 MLR-SNet: Transferable LR Schedules for Heterogeneous TasksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Improving Generalization in Meta-learning via Task AugmentationInternational Conference on Machine Learning (ICML), 2020 |
 Meta-Learning in Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Incremental Object Detection via Meta-LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Meta-NeighborhoodsNeural Information Processing Systems (NeurIPS), 2019 |
 Modular Meta-Learning with ShrinkageNeural Information Processing Systems (NeurIPS), 2019 |
 Meta-Learning with Warped Gradient DescentInternational Conference on Learning Representations (ICLR), 2019 |
