| CuratorNet: Visually-aware Recommendation of Art Images | Sep 9, 2020 | Triplet | CodeCode Available | 1 |
| Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images | Aug 27, 2020 | RetrievalTriplet | CodeCode Available | 1 |
| 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 |
| Pose-based Modular Network for Human-Object Interaction Detection | Aug 5, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Self-supervised Temporal Discriminative Learning for Video Representation Learning | Aug 5, 2020 | Action RecognitionRepresentation Learning | CodeCode Available | 1 |
| Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation | Aug 4, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning | Aug 3, 2020 | Action RecognitionActivity Recognition | CodeCode Available | 1 |
| Explainable Face Recognition | Aug 3, 2020 | Face RecognitionTriplet | CodeCode Available | 1 |
| 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 |
| Hard negative examples are hard, but useful | Jul 24, 2020 | Image RetrievalMetric Learning | CodeCode Available | 1 |
| PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding | Jul 21, 2020 | Point Cloud Pre-trainingRepresentation Learning | CodeCode Available | 1 |
| Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes | Jul 19, 2020 | Triplet | CodeCode Available | 1 |
| Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering | Jul 19, 2020 | Adversarial AttackData Augmentation | 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 |
| Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets | Jul 10, 2020 | Action LocalizationAction Recognition | CodeCode Available | 1 |
| Predictive and Generative Neural Networks for Object Functionality | Jun 28, 2020 | ObjectTriplet | CodeCode Available | 1 |
| HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss | Jun 17, 2020 | 3D ReconstructionPatch Matching | CodeCode Available | 1 |
| Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning | Jun 16, 2020 | Metric LearningTriplet | CodeCode Available | 1 |
| Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification | Jun 13, 2020 | AttributeMetric Learning | CodeCode Available | 1 |
| Deep Graph Contrastive Representation Learning | Jun 7, 2020 | AttributeContrastive Learning | CodeCode Available | 1 |
| Bi-directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification | Jun 1, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 1 |
| What Are People Asking About COVID-19? A Question Classification Dataset | May 26, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning | May 12, 2020 | 3D ReconstructionTriplet | CodeCode Available | 1 |
| Single-Side Domain Generalization for Face Anti-Spoofing | Apr 29, 2020 | Domain GeneralizationFace Anti-Spoofing | CodeCode Available | 1 |
| SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition | Apr 23, 2020 | Action RecognitionFace Identification | CodeCode Available | 1 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| VOC-ReID: Vehicle Re-identification based on Vehicle-Orientation-Camera | Apr 20, 2020 | Data AugmentationTriplet | CodeCode Available | 1 |
| Triplet Loss for Knowledge Distillation | Apr 17, 2020 | Knowledge DistillationMetric Learning | CodeCode Available | 1 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Feature Re-Learning with Data Augmentation for Video Relevance Prediction | Apr 8, 2020 | Data AugmentationRetrieval | CodeCode Available | 1 |
| A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification | Mar 31, 2020 | Metric LearningSpeaker Verification | CodeCode Available | 1 |
| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 |
| PADS: Policy-Adapted Sampling for Visual Similarity Learning | Mar 24, 2020 | Metric LearningReinforcement Learning | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Adaptive Offline Quintuplet Loss for Image-Text Matching | Mar 7, 2020 | Image-text matchingText Matching | CodeCode Available | 1 |
| Probability Weighted Compact Feature for Domain Adaptive Retrieval | Mar 6, 2020 | Image RetrievalQuantization | CodeCode Available | 1 |
| Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods | Feb 27, 2020 | Triplet | CodeCode Available | 1 |
| Adversarial Ranking Attack and Defense | Feb 26, 2020 | Adversarial AttackImage Retrieval | CodeCode Available | 1 |
| Circle Loss: A Unified Perspective of Pair Similarity Optimization | Feb 25, 2020 | Face RecognitionFace Verification | CodeCode Available | 1 |
| Differential Evolution with Reversible Linear Transformations | Feb 7, 2020 | DiversityEvolutionary Algorithms | CodeCode Available | 1 |
| Convolutional Embedding for Edit Distance | Jan 31, 2020 | Triplet | CodeCode Available | 1 |
| DUMA: Reading Comprehension with Transposition Thinking | Jan 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SOLAR: Second-Order Loss and Attention for Image Retrieval | Jan 24, 2020 | Image RetrievalPatch Matching | CodeCode Available | 1 |
| SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On | Jan 17, 2020 | Geometric MatchingTriplet | CodeCode Available | 1 |
| Visual-Semantic Graph Attention Networks for Human-Object Interaction Detection | Jan 7, 2020 | Graph AttentionHuman-Object Interaction Detection | CodeCode Available | 1 |
| Transductive Zero-Shot Learning for 3D Point Cloud Classification | Dec 16, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis | Nov 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
