| Generalization in Machine Learning via Analytical Learning Theory | Feb 21, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning | Feb 5, 2018 | Meta-LearningOne-Shot Learning | CodeCode Available | 0 |
| Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters | Feb 1, 2018 | Instance SegmentationOne-Shot Learning | —Unverified | 0 |
| Weakly Supervised One-Shot Detection with Attention Similarity Networks | Jan 10, 2018 | One-Shot LearningTransfer Learning | —Unverified | 0 |
| VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING | Jan 1, 2018 | ClassificationData Augmentation | —Unverified | 0 |
| Make SVM great again with Siamese kernel for few-shot learning | Jan 1, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Max-Margin Invariant Features from Transformed Unlabelled Data | Dec 1, 2017 | Face RecognitionOne-Shot Learning | —Unverified | 0 |
| MAVOT: Memory-Augmented Video Object Tracking | Nov 26, 2017 | ObjectObject Tracking | —Unverified | 0 |
| DART: Distribution Aware Retinal Transform for Event-based Cameras | Oct 30, 2017 | Event-based visionGeneral Classification | —Unverified | 0 |
| Max-Margin Invariant Features from Transformed Unlabeled Data | Oct 24, 2017 | Face RecognitionOne-Shot Learning | —Unverified | 0 |
| Improving One-Shot Learning through Fusing Side Information | Oct 23, 2017 | One-Shot Learningregression | —Unverified | 0 |
| One-Shot Learning for Semantic Segmentation | Sep 11, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| Continual One-Shot Learning of Hidden Spike-Patterns with Neural Network Simulation Expansion and STDP Convergence Predictions | Aug 30, 2017 | Continual LearningNeural Network simulation | —Unverified | 0 |
| One-Shot Learning in Discriminative Neural Networks | Jul 18, 2017 | One-Shot Learning | —Unverified | 0 |
| The Complex Negotiation Dialogue Game | Jul 5, 2017 | One-Shot LearningPosition | —Unverified | 0 |
| One-Shot Metric Learning for Person Re-Identification | Jul 1, 2017 | Metric LearningOne-Shot Learning | —Unverified | 0 |
| Multi-Attention Network for One Shot Learning | Jul 1, 2017 | One-Shot LearningTAG | —Unverified | 0 |
| A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning | Jun 27, 2017 | Few-Shot LearningGeneralized Zero-Shot Learning | —Unverified | 0 |
| Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study | Jun 26, 2017 | One-Shot Learning | —Unverified | 0 |
| Rotation Invariance Neural Network | Jun 17, 2017 | One-Shot LearningPosition | —Unverified | 0 |
| Toward Optimal Run Racing: Application to Deep Learning Calibration | Jun 10, 2017 | Deep LearningOne-Shot Learning | —Unverified | 0 |
| Quadruplet Network with One-Shot Learning for Fast Visual Object Tracking | May 19, 2017 | Object TrackingOne-Shot Learning | —Unverified | 0 |
| Comparison of Maximum Likelihood and GAN-based training of Real NVPs | May 15, 2017 | One-Shot Learning | —Unverified | 0 |
| Distributional Modeling on a Diet: One-shot Word Learning from Text Only | Apr 14, 2017 | One-Shot Learning | —Unverified | 0 |
| One-Shot Neural Cross-Lingual Transfer for Paradigm Completion | Mar 31, 2017 | Cross-Lingual TransferDecoder | —Unverified | 0 |
