| XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System | Oct 24, 2020 | Metric LearningRecommendation Systems | CodeCode Available | 0 |
| Multi-Channel Speaker Verification for Single and Multi-talker Speech | Oct 23, 2020 | Action DetectionActivity Detection | —Unverified | 0 |
| Semantics-Guided Representation Learning with Applications to Visual Synthesis | Oct 21, 2020 | Representation LearningTriplet | —Unverified | 0 |
| Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning | Oct 19, 2020 | Image RetrievalMetric Learning | —Unverified | 0 |
| TDRE: A Tensor Decomposition Based Approach for Relation Extraction | Oct 15, 2020 | RelationRelation Classification | —Unverified | 0 |
| FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching | Oct 12, 2020 | Metric LearningSemantic Similarity | —Unverified | 0 |
| Constructing a Visual Relationship Authenticity Dataset | Oct 11, 2020 | Relationship DetectionScene Understanding | CodeCode Available | 0 |
| Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss | Oct 7, 2020 | Metric LearningTriplet | —Unverified | 0 |
| Heterogeneous Multi-Agent Reinforcement Learning for Unknown Environment Mapping | Oct 6, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Attention Guided Semantic Relationship Parsing for Visual Question Answering | Oct 5, 2020 | ObjectQuestion Answering | —Unverified | 0 |
| Understanding Self-supervised Learning with Dual Deep Networks | Oct 1, 2020 | Self-Supervised LearningTriplet | CodeCode Available | 0 |
| One-Shot learning based classification for segregation of plastic waste | Sep 29, 2020 | General ClassificationOne-Shot Learning | —Unverified | 0 |
| Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling | Sep 29, 2020 | Metric LearningTriplet | CodeCode Available | 0 |
| Reducing Class Collapse in Metric Learning with Easy Positive Sampling | Sep 28, 2020 | Image RetrievalMetric Learning | —Unverified | 0 |
| Learning Hyperbolic Representations for Unsupervised 3D Segmentation | Sep 28, 2020 | SegmentationTriplet | —Unverified | 0 |
| Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss | Sep 22, 2020 | Person Re-IdentificationTriplet | —Unverified | 0 |
| Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling | Sep 20, 2020 | Domain AdaptationMetric Learning | —Unverified | 0 |
| Conditional Hybrid GAN for Sequence Generation | Sep 18, 2020 | AttributeRelational Reasoning | —Unverified | 0 |
| A Knowledge Graph based Approach for Mobile Application Recommendation | Sep 18, 2020 | graph constructionTriplet | —Unverified | 0 |
| Contrastive Triple Extraction with Generative Transformer | Sep 14, 2020 | Decodergraph construction | —Unverified | 0 |
| Deep Detection for Face Manipulation | Sep 13, 2020 | Binary ClassificationDeep Learning | —Unverified | 0 |
| TCDesc: Learning Topology Consistent Descriptors for Image Matching | Sep 13, 2020 | Triplet | —Unverified | 0 |
| 3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties | Sep 10, 2020 | Face RecognitionMetric Learning | —Unverified | 0 |
| 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 |
| Buy Me That Look: An Approach for Recommending Similar Fashion Products | Aug 26, 2020 | Active LearningArticles | CodeCode Available | 0 |
| DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals | Aug 26, 2020 | Speaker RecognitionTriplet | —Unverified | 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 |
| 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 |
| Cross-Global Attention Graph Kernel Network Prediction of Drug Prescription | Aug 4, 2020 | Graph ClassificationMetric Learning | —Unverified | 0 |
| AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification | Aug 3, 2020 | General Classificationimage-classification | —Unverified | 0 |
| 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 |
| TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification | Jul 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Instance-aware Self-supervised Learning for Nuclei Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | —Unverified | 0 |
| 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 |
| Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem | Jul 10, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 |
| Learning Neural Textual Representations for Citation Recommendation | Jul 8, 2020 | Citation RecommendationSentence | —Unverified | 0 |