| Using Multiple Instance Learning for Explainable Solar Flare Prediction | Mar 25, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning | Mar 16, 2022 | DecoderImage-to-Image Translation | —Unverified | 0 |
| Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation | Mar 14, 2022 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Mobile Behavioral Biometrics for Passive Authentication | Mar 14, 2022 | Face RecognitionTriplet | —Unverified | 0 |
| Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition | Mar 7, 2022 | Graph Neural NetworkImage Captioning | —Unverified | 0 |
| Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering | Mar 6, 2022 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
| Robust Textual Embedding against Word-level Adversarial Attacks | Feb 28, 2022 | AttributeMetric Learning | CodeCode Available | 0 |
| An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores | Feb 26, 2022 | Data AugmentationObject | —Unverified | 0 |
| Adversarial Contrastive Self-Supervised Learning | Feb 26, 2022 | Self-Supervised LearningTriplet | —Unverified | 0 |
| Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning | Feb 23, 2022 | Metric Learningparameter estimation | —Unverified | 0 |
| Improving Cross-lingual Speech Synthesis with Triplet Training Scheme | Feb 22, 2022 | Speech Synthesistext-to-speech | —Unverified | 0 |
| BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective | Feb 19, 2022 | Domain AdaptationMetric Learning | —Unverified | 0 |
| Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition | Feb 16, 2022 | ClassificationHandwriting Recognition | —Unverified | 0 |
| Do Lessons from Metric Learning Generalize to Image-Caption Retrieval? | Feb 14, 2022 | Image RetrievalMetric Learning | CodeCode Available | 0 |
| Tightly Coupled Learning Strategy for Weakly Supervised Hierarchical Place Recognition | Feb 14, 2022 | Computational EfficiencyDynamic Time Warping | —Unverified | 0 |
| Patch-NetVLAD+: Learned patch descriptor and weighted matching strategy for place recognition | Feb 11, 2022 | TripletVisual Place Recognition | —Unverified | 0 |
| Multi-modal data generation with a deep metric variational autoencoder | Feb 7, 2022 | Data AugmentationTriplet | —Unverified | 0 |
| DeepSSN: a deep convolutional neural network to assess spatial scene similarity | Feb 7, 2022 | Data AugmentationInformation Retrieval | CodeCode Available | 0 |
| Building Synthetic Speaker Profiles in Text-to-Speech Systems | Feb 7, 2022 | Diversitytext-to-speech | —Unverified | 0 |
| Musical Audio Similarity with Self-supervised Convolutional Neural Networks | Feb 4, 2022 | Triplet | —Unverified | 0 |
| Active metric learning and classification using similarity queries | Feb 4, 2022 | Active LearningClassification | —Unverified | 0 |
| Financial Crisis in the Framework of Non-zero Temperature Balance Theory | Feb 2, 2022 | Triplet | —Unverified | 0 |
| Contrastive Learning from Demonstrations | Jan 30, 2022 | Contrastive Learningreinforcement-learning | —Unverified | 0 |
| Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series | Jan 24, 2022 | Missing LabelsRetrieval | —Unverified | 0 |
| Power Forward Performance in Semimartingale Markets with Stochastic Integrated Factors | Jan 24, 2022 | Triplet | —Unverified | 0 |