| 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 |
| Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey | Jan 23, 2022 | Dimensionality ReductionMetric Learning | —Unverified | 0 |
| Image-to-Video Re-Identification via Mutual Discriminative Knowledge Transfer | Jan 21, 2022 | Knowledge DistillationTransfer Learning | —Unverified | 0 |
| Adaptive neighborhood Metric learning | Jan 20, 2022 | Metric LearningTriplet | —Unverified | 0 |
| RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues | Jan 8, 2022 | TripletVisual Navigation | CodeCode Available | 0 |
| Semantic Search for Large Scale Clinical Ontologies | Jan 1, 2022 | Ontology MatchingTriplet | —Unverified | 0 |
| Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN) | Dec 27, 2021 | PrognosisTriplet | —Unverified | 0 |
| Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning | Dec 21, 2021 | AllFew-Shot Semantic Segmentation | —Unverified | 0 |
| Self-attention based anchor proposal for skeleton-based action recognition | Dec 17, 2021 | Action RecognitionSkeleton Based Action Recognition | —Unverified | 0 |
| Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval | Dec 17, 2021 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval | Dec 15, 2021 | Image RetrievalMetric Learning | CodeCode Available | 0 |
| Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos | Dec 15, 2021 | RetrievalTriplet | CodeCode Available | 0 |
| Improving Human-Object Interaction Detection via Phrase Learning and Label Composition | Dec 14, 2021 | Human-Object Interaction DetectionScene Understanding | —Unverified | 0 |
| Topic Detection and Tracking with Time-Aware Document Embeddings | Dec 12, 2021 | ArticlesEvent Detection | —Unverified | 0 |
| HBReID: Harder Batch for Re-identification | Dec 9, 2021 | Person Re-IdentificationTriplet | —Unverified | 0 |
| Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation | Dec 8, 2021 | ClassificationQuestion Answering | CodeCode Available | 0 |
| Construct Informative Triplet with Two-stage Hard-sample Generation | Dec 4, 2021 | Generative Adversarial NetworkMetric Learning | —Unverified | 0 |
| Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction | Dec 3, 2021 | Aspect Sentiment Triplet ExtractionDecoder | —Unverified | 0 |
| KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers | Nov 30, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning | Nov 30, 2021 | Emotion RecognitionMetric Learning | CodeCode Available | 0 |
| FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation | Nov 28, 2021 | AttributeImage Retrieval | —Unverified | 0 |
| Image Style Transfer and Content-Style Disentanglement | Nov 25, 2021 | DisentanglementStyle Transfer | —Unverified | 0 |
| Recommending Multiple Positive Citations for Manuscript via Content-Dependent Modeling and Multi-Positive Triplet | Nov 25, 2021 | Citation RecommendationTriplet | —Unverified | 0 |
| Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion | Nov 20, 2021 | Age EstimationFacial Expression Recognition | —Unverified | 0 |
| Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation | Nov 16, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization | Nov 16, 2021 | Code SummarizationGraph Neural Network | CodeCode Available | 0 |