| Cross-Modal Subspace Learning with Scheduled Adaptive Margin Constraints | Sep 30, 2019 | Incremental LearningTriplet | —Unverified | 0 |
| A weakly supervised adaptive triplet loss for deep metric learning | Sep 27, 2019 | Metric LearningRetrieval | —Unverified | 0 |
| Trajectory representation learning for Multi-Task NMRDPs planning | Sep 25, 2019 | Reinforcement Learning (RL)Representation Learning | —Unverified | 0 |
| Extreme Triplet Learning: Effectively Optimizing Easy Positives and Hard Negatives | Sep 25, 2019 | Metric LearningTriplet | —Unverified | 0 |
| Multi-task Batch Reinforcement Learning with Metric Learning | Sep 25, 2019 | Meta Reinforcement LearningMetric Learning | —Unverified | 0 |
| LARGE SCALE REPRESENTATION LEARNING FROM TRIPLET COMPARISONS | Sep 25, 2019 | Representation LearningTriplet | —Unverified | 0 |
| Improving Collaborative Metric Learning with Efficient Negative Sampling | Sep 24, 2019 | Change DetectionFace Recognition | CodeCode Available | 0 |
| Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network | Sep 23, 2019 | Question AnsweringTriplet | —Unverified | 0 |
| Adversarial Learning with Margin-based Triplet Embedding Regularization | Sep 20, 2019 | ClassificationFace Recognition | CodeCode Available | 0 |
| Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching | Sep 19, 2019 | Patch MatchingTriplet | —Unverified | 0 |
| Triplet-Aware Scene Graph Embeddings | Sep 19, 2019 | Data AugmentationGraph Embedding | —Unverified | 0 |
| Large-scale representation learning from visually grounded untranscribed speech | Sep 19, 2019 | Grounded language learningImage Captioning | —Unverified | 0 |
| Deep Latent Space Learning for Cross-modal Mapping of Audio and Visual Signals | Sep 18, 2019 | Cross-Modal RetrievalRetrieval | —Unverified | 0 |
| Visualizing How Embeddings Generalize | Sep 16, 2019 | Metric LearningTriplet | CodeCode Available | 0 |
| Meta-Learning for Few-Shot Time Series Classification | Sep 13, 2019 | Activity RecognitionClassification | —Unverified | 0 |
| Content-Aware Unsupervised Deep Homography Estimation | Sep 12, 2019 | Homography EstimationTriplet | CodeCode Available | 0 |
| Deep Metric Learning with Density Adaptivity | Sep 9, 2019 | Metric LearningTriplet | —Unverified | 0 |
| Cross Domain Image Matching in Presence of Outliers | Sep 8, 2019 | Domain AdaptationOutlier Detection | —Unverified | 0 |
| Large-Scale Local Causal Inference of Gene Regulatory Relationships | Sep 3, 2019 | Causal InferenceTriplet | CodeCode Available | 0 |
| A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development | Sep 2, 2019 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity | Sep 1, 2019 | Phishing Website DetectionTriplet | —Unverified | 0 |
| Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks | Aug 28, 2019 | General ClassificationGraph Embedding | CodeCode Available | 0 |
| Few-shot Learning with Deep Triplet Networks for Brain Imaging Modality Recognition | Aug 27, 2019 | Few-Shot LearningTriplet | —Unverified | 0 |
| Cooperative Cross-Stream Network for Discriminative Action Representation | Aug 27, 2019 | Action RecognitionTemporal Action Localization | —Unverified | 0 |
| Fashion Image Retrieval with Capsule Networks | Aug 26, 2019 | Image RetrievalRetrieval | CodeCode Available | 0 |