| Beyond Outlier Detection: Outlier Interpretation by Attention-Guided Triplet Deviation Network | Apr 19, 2021 | Anomaly DetectionOutlier Detection | CodeCode Available | 1 |
| Solving Inefficiency of Self-supervised Representation Learning | Apr 18, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Warp Consistency for Unsupervised Learning of Dense Correspondences | Apr 7, 2021 | Dense Pixel Correspondence EstimationTriplet | CodeCode Available | 1 |
| Deep Animation Video Interpolation in the Wild | Apr 6, 2021 | Optical Flow EstimationTriplet | CodeCode Available | 1 |
| A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task | Mar 29, 2021 | Aspect-Based Sentiment AnalysisAspect-Sentiment-Opinion Triplet Extraction | CodeCode Available | 1 |
| Blind Speech Separation and Dereverberation using Neural Beamforming | Mar 24, 2021 | Speaker IdentificationSpeaker Separation | CodeCode Available | 1 |
| Triplet-Watershed for Hyperspectral Image Classification | Mar 17, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction | Mar 13, 2021 | Aspect Sentiment Triplet ExtractionMachine Reading Comprehension | CodeCode Available | 1 |
| Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning | Mar 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Generalized Contrastive Optimization of Siamese Networks for Place Recognition | Mar 11, 2021 | Image RetrievalRepresentation Learning | CodeCode Available | 1 |
| SimTriplet: Simple Triplet Representation Learning with a Single GPU | Mar 9, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection | Mar 9, 2021 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary | Mar 3, 2021 | Domain AdaptationMetric Learning | CodeCode Available | 1 |
| Self-restrained Triplet Loss for Accurate Masked Face Recognition | Mar 2, 2021 | Face RecognitionTriplet | CodeCode Available | 1 |
| EXTRA: Explanation Ranking Datasets for Explainable Recommendation | Feb 20, 2021 | Explainable ModelsExplainable Recommendation | CodeCode Available | 1 |
| CDPAM: Contrastive learning for perceptual audio similarity | Feb 9, 2021 | Contrastive LearningSpeech Enhancement | CodeCode Available | 1 |
| Multi-level Distance Regularization for Deep Metric Learning | Feb 8, 2021 | Metric LearningRetrieval | CodeCode Available | 1 |
| Deep Triplet Hashing Network for Case-based Medical Image Retrieval | Jan 29, 2021 | ClassificationDeep Hashing | CodeCode Available | 1 |
| Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer | Jan 22, 2021 | Drug DiscoveryMetric Learning | CodeCode Available | 1 |
| Learning Efficient Representations for Keyword Spotting with Triplet Loss | Jan 12, 2021 | ClassificationKeyword Spotting | CodeCode Available | 1 |
| Taxonomy Completion via Triplet Matching Network | Jan 6, 2021 | Taxonomy ExpansionTriplet | CodeCode Available | 1 |
| Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection | Jan 1, 2021 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 |
| Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning | Jan 1, 2021 | 3D Shape RetrievalContrastive Learning | CodeCode Available | 1 |
| Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification | Dec 16, 2020 | ClusteringDomain Adaptive Person Re-Identification | CodeCode Available | 1 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
| Deep Fusion Clustering Network | Dec 15, 2020 | AttributeClustering | CodeCode Available | 1 |
| LayoutGMN: Neural Graph Matching for Structural Layout Similarity | Dec 11, 2020 | Graph MatchingMetric Learning | CodeCode Available | 1 |
| Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification | Dec 9, 2020 | Cross-Modal Person Re-IdentificationPerson Re-Identification | CodeCode Available | 1 |
| DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation | Dec 4, 2020 | Image RetrievalRetrieval | CodeCode Available | 1 |
| Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems | Dec 3, 2020 | Language IdentificationSpeech Language Identification | CodeCode Available | 1 |
| The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification | Dec 1, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 1 |
| Transformation Driven Visual Reasoning | Nov 26, 2020 | AttributeTriplet | CodeCode Available | 1 |
| Two-stage Training of Graph Neural Networks for Graph Classification | Nov 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| TrimNet: learning molecular representation from triplet messages for biomedicine | Nov 4, 2020 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| Adversarial Self-Supervised Scene Flow Estimation | Nov 1, 2020 | Metric LearningScene Flow Estimation | CodeCode Available | 1 |
| Multimodal Metric Learning for Tag-based Music Retrieval | Oct 30, 2020 | Cross-Modal RetrievalMetric Learning | CodeCode Available | 1 |
| Generalized eigen, singular value, and partial least squares decompositions: The GSVD package | Oct 28, 2020 | Triplet | CodeCode Available | 1 |
| Improving Word Recognition using Multiple Hypotheses and Deep Embeddings | Oct 27, 2020 | Triplet | CodeCode Available | 1 |
| ByteCover: Cover Song Identification via Multi-Loss Training | Oct 27, 2020 | Cover song identificationTriplet | CodeCode Available | 1 |
| LCD -- Line Clustering and Description for Place Recognition | Oct 21, 2020 | ClusteringImage Retrieval | CodeCode Available | 1 |
| Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning | Oct 17, 2020 | RetrievalTransfer Learning | CodeCode Available | 1 |
| Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning | Oct 12, 2020 | Template MatchingTriplet | CodeCode Available | 1 |
| We Can Detect Your Bias: Predicting the Political Ideology of News Articles | Oct 11, 2020 | ArticlesTriplet | CodeCode Available | 1 |
| Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction | Oct 9, 2020 | Aspect-Sentiment-Opinion Triplet ExtractionAspect Sentiment Triplet Extraction | CodeCode Available | 1 |
| Position-Aware Tagging for Aspect Sentiment Triplet Extraction | Oct 6, 2020 | Aspect Sentiment Triplet ExtractionPosition | CodeCode Available | 1 |
| Rotate to Attend: Convolutional Triplet Attention Module | Oct 6, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| A Multi-task Learning Framework for Opinion Triplet Extraction | Oct 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| BargainNet: Background-Guided Domain Translation for Image Harmonization | Sep 19, 2020 | Image HarmonizationTranslation | CodeCode Available | 1 |
| Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction | Sep 16, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization | Sep 16, 2020 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
