| 3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties | Sep 10, 2020 | Face RecognitionMetric Learning | —Unverified | 0 |
| CuratorNet: Visually-aware Recommendation of Art Images | Sep 9, 2020 | Triplet | CodeCode Available | 1 |
| Diversified Mutual Learning for Deep Metric Learning | Sep 9, 2020 | DiversityMetric Learning | —Unverified | 0 |
| Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding | Sep 9, 2020 | BenchmarkingClustering | CodeCode Available | 0 |
| Class Interference Regularization | Sep 4, 2020 | Face VerificationFew-Shot Learning | —Unverified | 0 |
| Practical Cross-modal Manifold Alignment for Grounded Language | Sep 1, 2020 | Grounded language learningTriplet | —Unverified | 0 |
| Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images | Aug 27, 2020 | RetrievalTriplet | CodeCode Available | 1 |
| DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals | Aug 26, 2020 | Speaker RecognitionTriplet | —Unverified | 0 |
| Buy Me That Look: An Approach for Recommending Similar Fashion Products | Aug 26, 2020 | Active LearningArticles | CodeCode Available | 0 |
| Robust Character Labeling in Movie Videos: Data Resources and Self-supervised Feature Adaptation | Aug 25, 2020 | ClusteringDomain Adaptation | —Unverified | 0 |
| Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss | Aug 22, 2020 | ClusteringMetric Learning | —Unverified | 0 |
| NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search | Aug 18, 2020 | AutoMLGraph Embedding | CodeCode Available | 0 |
| Efficient Knowledge Graph Validation via Cross-Graph Representation Learning | Aug 16, 2020 | Graph Representation LearningKnowledge Graphs | —Unverified | 0 |
| A Self-supervised GAN for Unsupervised Few-shot Object Recognition | Aug 16, 2020 | ObjectObject Recognition | —Unverified | 0 |
| Cluster-level Feature Alignment for Person Re-identification | Aug 15, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 1 |
| Parameter Sharing Exploration and Hetero-Center based Triplet Loss for Visible-Thermal Person Re-Identification | Aug 14, 2020 | Cross-Modality Person Re-identificationCross-Modal Person Re-Identification | CodeCode Available | 1 |
| A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images | Aug 12, 2020 | RetrievalTriplet | CodeCode Available | 0 |
| Facial Expression Retargeting from Human to Avatar Made Easy | Aug 12, 2020 | Geometric MatchingTranslation | —Unverified | 0 |
| Content-based Music Similarity with Triplet Networks | Aug 11, 2020 | RetrievalTriplet | —Unverified | 0 |
| Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss | Aug 10, 2020 | ClusteringMetric Learning | —Unverified | 0 |
| Metric Learning vs Classification for Disentangled Music Representation Learning | Aug 9, 2020 | ClassificationDisentanglement | —Unverified | 0 |
| Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification | Aug 6, 2020 | DisentanglementPerson Re-Identification | CodeCode Available | 0 |
| Self-supervised Temporal Discriminative Learning for Video Representation Learning | Aug 5, 2020 | Action RecognitionRepresentation Learning | CodeCode Available | 1 |
| Pose-based Modular Network for Human-Object Interaction Detection | Aug 5, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Cross-Global Attention Graph Kernel Network Prediction of Drug Prescription | Aug 4, 2020 | Graph ClassificationMetric Learning | —Unverified | 0 |
| Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation | Aug 4, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification | Aug 3, 2020 | General Classificationimage-classification | —Unverified | 0 |
| Explainable Face Recognition | Aug 3, 2020 | Face RecognitionTriplet | CodeCode Available | 1 |
| SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning | Aug 3, 2020 | Action RecognitionActivity Recognition | CodeCode Available | 1 |
| Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion | Aug 3, 2020 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Attentive Prototype Few-shot Learning with Capsule Network-based Embedding | Aug 1, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Learning Structural Similarity of User Interface Layouts using Graph Networks | Aug 1, 2020 | DecoderRepresentation Learning | CodeCode Available | 1 |
| Mining Inter-Video Proposal Relations for Video Object Detection | Aug 1, 2020 | Objectobject-detection | CodeCode Available | 1 |
| TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification | Jul 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Hard negative examples are hard, but useful | Jul 24, 2020 | Image RetrievalMetric Learning | CodeCode Available | 1 |
| Instance-aware Self-supervised Learning for Nuclei Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | —Unverified | 0 |
| PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding | Jul 21, 2020 | Point Cloud Pre-trainingRepresentation Learning | CodeCode Available | 1 |
| Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques | Jul 21, 2020 | Metric LearningRetrieval | CodeCode Available | 0 |
| Acoustic Neighbor Embeddings | Jul 20, 2020 | Triplet | —Unverified | 0 |
| Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering | Jul 19, 2020 | Adversarial AttackData Augmentation | CodeCode Available | 1 |
| Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes | Jul 19, 2020 | Triplet | CodeCode Available | 1 |
| Deep multi-metric learning for text-independent speaker verification | Jul 17, 2020 | Metric LearningSpeaker Verification | CodeCode Available | 1 |
| Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization | Jul 13, 2020 | Metric LearningTriplet | CodeCode Available | 1 |
| Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem | Jul 10, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 |
| Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets | Jul 10, 2020 | Action LocalizationAction Recognition | CodeCode Available | 1 |
| Learning Neural Textual Representations for Citation Recommendation | Jul 8, 2020 | Citation RecommendationSentence | —Unverified | 0 |
| Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches | Jul 6, 2020 | Clusteringimage-classification | —Unverified | 0 |
| Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches | Jul 4, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 |
| Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss | Jul 1, 2020 | Face GenerationTriplet | —Unverified | 0 |
| A Metric Learning Approach to Misogyny Categorization | Jul 1, 2020 | Metric LearningRepresentation Learning | —Unverified | 0 |