| Atlas Based Representation and Metric Learning on Manifolds | Jun 13, 2021 | Metric LearningRepresentation Learning | CodeCode Available | 0 |
| Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) | Jun 12, 2021 | AttributeTriplet | —Unverified | 0 |
| Robust Representation Learning via Perceptual Similarity Metrics | Jun 11, 2021 | Out-of-Distribution GeneralizationRepresentation Learning | —Unverified | 0 |
| Neural Predicting Higher-order Patterns in Temporal Networks | Jun 10, 2021 | Triplet | CodeCode Available | 1 |
| SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning | Jun 8, 2021 | RetrievalTriplet | CodeCode Available | 0 |
| Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction | Jun 7, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Adversarial Attack and Defense in Deep Ranking | Jun 7, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning | Jun 3, 2021 | Multi-Task LearningRelation Extraction | CodeCode Available | 1 |
| Statistical embedding: Beyond principal components | Jun 3, 2021 | Triplet | —Unverified | 0 |
| Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization | Jun 1, 2021 | Triplet | CodeCode Available | 0 |
| DeepBlueAI at TextGraphs 2021 Shared Task: Treating Multi-Hop Inference Explanation Regeneration as A Ranking Problem | Jun 1, 2021 | Re-RankingTriplet | CodeCode Available | 0 |
| Open Hierarchical Relation Extraction | Jun 1, 2021 | ClusteringRelation | CodeCode Available | 1 |
| Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels | Jun 1, 2021 | MemorizationPrivacy Preserving | —Unverified | 0 |
| WiCluster: Passive Indoor 2D/3D Positioning using WiFi without Precise Labels | May 31, 2021 | Dimensionality ReductionPosition | CodeCode Available | 1 |
| VS-Net: Voting with Segmentation for Visual Localization | May 23, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Improved Instance Discrimination and Feature Compactness for End-to-End Person Search | May 21, 2021 | Pedestrian DetectionPerson Re-Identification | CodeCode Available | 0 |
| Addressing the Multiplicity of Solutions in Optical Lens Design as a Niching Evolutionary Algorithms Computational Challenge | May 21, 2021 | Evolutionary AlgorithmsTriplet | —Unverified | 0 |
| Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval | May 21, 2021 | Deep LearningImage Retrieval | —Unverified | 0 |
| QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion | May 19, 2021 | Graph EmbeddingKnowledge Base Completion | CodeCode Available | 0 |
| Semi-Supervised Metric Learning: A Deep Resurrection | May 10, 2021 | Metric LearningTriplet | —Unverified | 0 |
| Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval | May 8, 2021 | Image RetrievalMetric Learning | CodeCode Available | 0 |
| Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder | May 5, 2021 | Autonomous VehiclesNovelty Detection | CodeCode Available | 0 |
| Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries | May 5, 2021 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| Towards Self-Supervision for Video Identification of Individual Holstein-Friesian Cattle: The Cows2021 Dataset | May 5, 2021 | Contrastive LearningTriplet | CodeCode Available | 1 |
| Discriminative-Generative Dual Memory Video Anomaly Detection | Apr 29, 2021 | Anomaly DetectionTriplet | —Unverified | 0 |
| On the Unreasonable Effectiveness of Centroids in Image Retrieval | Apr 28, 2021 | Image RetrievalPerson Re-Identification | CodeCode Available | 1 |
| RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition | Apr 24, 2021 | Image CaptioningObject Recognition | CodeCode Available | 1 |
| Sketch-QNet: A Quadruplet ConvNet for Color Sketch-based Image Retrieval | Apr 22, 2021 | Image RetrievalRetrieval | —Unverified | 0 |
| Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs | Apr 21, 2021 | Pseudo LabelRetrieval | CodeCode Available | 0 |
| CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval | Apr 20, 2021 | Image RetrievalRetrieval | —Unverified | 0 |
| 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 |
| ASBERT: Siamese and Triplet network embedding for open question answering | Apr 17, 2021 | Answer SelectionNetwork Embedding | —Unverified | 0 |
| Color Variants Identification in Fashion e-commerce via Contrastive Self-Supervised Representation Learning | Apr 17, 2021 | Data AugmentationRepresentation Learning | —Unverified | 0 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation | Apr 13, 2021 | Knowledge DistillationTriplet | —Unverified | 0 |
| Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval | Apr 11, 2021 | Cross-Modal RetrievalRetrieval | —Unverified | 0 |
| Combined Depth Space based Architecture Search For Person Re-identification | Apr 9, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| SiamReID: Confuser Aware Siamese Tracker with Re-identification Feature | Apr 8, 2021 | ObjectObject Tracking | —Unverified | 0 |
| 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 |
| KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research | Apr 4, 2021 | Triplet | CodeCode Available | 0 |
| Towards Self-Adaptive Metric Learning On the Fly | Apr 3, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Contrastively Learning Visual Attention as Affordance Cues from Demonstrations for Robotic Grasping | Apr 2, 2021 | Contrastive LearningDecoder | CodeCode Available | 0 |
| Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks | Apr 1, 2021 | DecoderRepresentation Learning | —Unverified | 0 |
| Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition | Mar 30, 2021 | Image GenerationSketch Recognition | —Unverified | 0 |
| A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings | Mar 29, 2021 | Generalized Zero-Shot LearningTriplet | —Unverified | 0 |
| A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task | Mar 29, 2021 | Aspect-Based Sentiment AnalysisAspect-Sentiment-Opinion Triplet Extraction | CodeCode Available | 1 |
| Leaning Compact and Representative Features for Cross-Modality Person Re-Identification | Mar 26, 2021 | Cross-Modality Person Re-identificationKnowledge Distillation | CodeCode Available | 0 |
| Deep Similarity Learning for Sports Team Ranking | Mar 25, 2021 | Triplet | —Unverified | 0 |