| A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs | Nov 10, 2020 | Clusteringobject-detection | CodeCode Available | 0 |
| Point Cloud Registration Based on Consistency Evaluation of Rigid Transformation in Parameter Space | Nov 10, 2020 | Point Cloud RegistrationTriplet | —Unverified | 0 |
| Detecting Human-Object Interaction with Mixed Supervision | Nov 10, 2020 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| Two-stage Training of Graph Neural Networks for Graph Classification | Nov 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Masked Proxy Loss For Text-Independent Speaker Verification | Nov 9, 2020 | Metric LearningSpeaker Recognition | CodeCode Available | 0 |
| Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks | Nov 9, 2020 | Anomaly DetectionTriplet | —Unverified | 0 |
| Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function | Nov 6, 2020 | DecoderTriplet | —Unverified | 0 |
| TrimNet: learning molecular representation from triplet messages for biomedicine | Nov 4, 2020 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| Set Augmented Triplet Loss for Video Person Re-Identification | Nov 2, 2020 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| Do not trust the neighbors! Adversarial Metric Learning for Self-Supervised Scene Flow Estimation | Nov 1, 2020 | Action ClassificationCollision Avoidance | —Unverified | 0 |
| 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 |
| The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20) | Oct 27, 2020 | Binary ClassificationSpeaker Recognition | —Unverified | 0 |
| ByteCover: Cover Song Identification via Multi-Loss Training | Oct 27, 2020 | Cover song identificationTriplet | CodeCode Available | 1 |
| Improving Word Recognition using Multiple Hypotheses and Deep Embeddings | Oct 27, 2020 | Triplet | CodeCode Available | 1 |
| 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 |
| LCD -- Line Clustering and Description for Place Recognition | Oct 21, 2020 | ClusteringImage Retrieval | CodeCode Available | 1 |
| Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning | Oct 19, 2020 | Image RetrievalMetric Learning | —Unverified | 0 |
| Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning | Oct 17, 2020 | RetrievalTransfer Learning | CodeCode Available | 1 |
| TDRE: A Tensor Decomposition Based Approach for Relation Extraction | Oct 15, 2020 | RelationRelation Classification | —Unverified | 0 |
| Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning | Oct 12, 2020 | Template MatchingTriplet | CodeCode Available | 1 |
| 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 |
| 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 |
| Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss | Oct 7, 2020 | Metric LearningTriplet | —Unverified | 0 |
| 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 |
| 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 |
| A Multi-task Learning Framework for Opinion Triplet Extraction | Oct 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| 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 |
| Learning Hyperbolic Representations for Unsupervised 3D Segmentation | Sep 28, 2020 | SegmentationTriplet | —Unverified | 0 |
| Reducing Class Collapse in Metric Learning with Easy Positive Sampling | Sep 28, 2020 | Image RetrievalMetric Learning | —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 |
| BargainNet: Background-Guided Domain Translation for Image Harmonization | Sep 19, 2020 | Image HarmonizationTranslation | CodeCode Available | 1 |
| A Knowledge Graph based Approach for Mobile Application Recommendation | Sep 18, 2020 | graph constructionTriplet | —Unverified | 0 |
| Conditional Hybrid GAN for Sequence Generation | Sep 18, 2020 | AttributeRelational Reasoning | —Unverified | 0 |
| 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 |
| Old Photo Restoration via Deep Latent Space Translation | Sep 14, 2020 | Image RestorationTranslation | CodeCode Available | 3 |
| 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 |