| HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification | Jan 6, 2021 | Person Re-IdentificationTriplet | —Unverified | 0 |
| Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection | Jan 1, 2021 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 |
| Adversarial Attack on Deep Cross-Modal Hamming Retrieval | Jan 1, 2021 | Adversarial AttackCross-Modal Retrieval | —Unverified | 0 |
| Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning | Jan 1, 2021 | 3D Shape RetrievalContrastive Learning | CodeCode Available | 1 |
| Video Geo-Localization Employing Geo-Temporal Feature Learning and GPS Trajectory Smoothing | Jan 1, 2021 | geo-localizationTriplet | CodeCode Available | 0 |
| DAM: Discrepancy Alignment Metric for Face Recognition | Jan 1, 2021 | Face RecognitionTriplet | —Unverified | 0 |
| Enhancing Visual Representations for Efficient Object Recognition during Online Distillation | Jan 1, 2021 | Object RecognitionOutlier Detection | —Unverified | 0 |
| Bayesian Metric Learning for Robust Training of Deep Models under Noisy Labels | Jan 1, 2021 | General ClassificationMetric Learning | —Unverified | 0 |
| Practical Order Attack in Deep Ranking | Jan 1, 2021 | Adversarial AttackImage Retrieval | —Unverified | 0 |
| Learning Task-Relevant Features via Contrastive Input Morphing | Jan 1, 2021 | Representation LearningTriplet | —Unverified | 0 |
| Deep Learning Proteins using a Triplet-BERT network | Jan 1, 2021 | Deep LearningTriplet | —Unverified | 0 |
| Person Re-identification with Adversarial Triplet Embedding | Dec 28, 2020 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| Medical Entity Linking using Triplet Network | Dec 21, 2020 | Entity LinkingTriplet | —Unverified | 0 |
| An Assessment of GANs for Identity-related Applications | Dec 18, 2020 | DisentanglementTriplet | —Unverified | 0 |
| AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition | Dec 18, 2020 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
| Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification | Dec 16, 2020 | ClusteringDomain Adaptive Person Re-Identification | CodeCode Available | 1 |
| R^2-Net: Relation of Relation Learning Network for Sentence Semantic Matching | Dec 16, 2020 | RelationRelation Classification | —Unverified | 0 |
| Deep Fusion Clustering Network | Dec 15, 2020 | AttributeClustering | CodeCode Available | 1 |
| One-Shot Learning with Triplet Loss for Vegetation Classification Tasks | Dec 14, 2020 | ClassificationFace Recognition | —Unverified | 0 |
| Dynamical Characteristics of Global Stock Markets Based on Time Dependent Tsallis Non-Extensive Statistics and Generalized Hurst Exponents | Dec 12, 2020 | Triplet | —Unverified | 0 |
| Writer Identification and Writer Retrieval Based on NetVLAD with Re-ranking | Dec 11, 2020 | Re-RankingRetrieval | —Unverified | 0 |
| Exploring Facial Expressions and Affective Domains for Parkinson Detection | Dec 11, 2020 | Domain AdaptationFace Recognition | —Unverified | 0 |
| LayoutGMN: Neural Graph Matching for Structural Layout Similarity | Dec 11, 2020 | Graph MatchingMetric Learning | CodeCode Available | 1 |
| Image-Graph-Image Translation via Auto-Encoding | Dec 10, 2020 | Scene UnderstandingTranslation | —Unverified | 0 |
| Direct multimodal few-shot learning of speech and images | Dec 10, 2020 | Few-Shot LearningTransfer Learning | CodeCode Available | 0 |
| Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification | Dec 9, 2020 | Cross-Modal Person Re-IdentificationPerson Re-Identification | CodeCode Available | 1 |
| Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions | Dec 9, 2020 | Active Learningimage-classification | —Unverified | 0 |
| DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation | Dec 4, 2020 | Image RetrievalRetrieval | CodeCode Available | 1 |
| Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems | Dec 3, 2020 | Language IdentificationSpeech Language Identification | CodeCode Available | 1 |
| A Deep Metric Learning Method for Biomedical Passage Retrieval | Dec 1, 2020 | Metric LearningPassage Retrieval | —Unverified | 0 |
| A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings | Dec 1, 2020 | Lexical EntailmentMetric Learning | —Unverified | 0 |
| Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement | Dec 1, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification | Dec 1, 2020 | Few-Shot LearningFew-Shot Relation Classification | —Unverified | 0 |
| The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification | Dec 1, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 1 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| Unsupervised Spoken Term Discovery Based on Re-clustering of Hypothesized Speech Segments with Siamese and Triplet Networks | Nov 28, 2020 | ClusteringTriplet | —Unverified | 0 |
| Transformation Driven Visual Reasoning | Nov 26, 2020 | AttributeTriplet | CodeCode Available | 1 |
| SSDL: Self-Supervised Domain Learning for Improved Face Recognition | Nov 26, 2020 | Face RecognitionSelf-Learning | —Unverified | 0 |
| Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays | Nov 25, 2020 | General ClassificationTriplet | CodeCode Available | 0 |
| Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval | Nov 25, 2020 | Computational EfficiencyImage Retrieval | —Unverified | 0 |
| End-to-End Differentiable 6DoF Object Pose Estimation with Local and Global Constraints | Nov 22, 2020 | 6D Pose Estimation using RGBObject | —Unverified | 0 |
| Retirement decision with addictive habit persistence in a jump diffusion market | Nov 20, 2020 | Triplet | —Unverified | 0 |
| Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding | Nov 18, 2020 | Spoken Language UnderstandingTriplet | —Unverified | 0 |
| Vector Embeddings with Subvector Permutation Invariance using a Triplet Enhanced Autoencoder | Nov 18, 2020 | ClusteringTriplet | —Unverified | 0 |
| Improving Calibration in Deep Metric Learning With Cross-Example Softmax | Nov 17, 2020 | AllImage Retrieval | —Unverified | 0 |
| Application of Computer Vision Techniques for Segregation of PlasticWaste based on Resin Identification Code | Nov 16, 2020 | Dimensionality ReductionOne-Shot Learning | —Unverified | 0 |
| DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer | Nov 15, 2020 | Object RecognitionRepresentation Learning | —Unverified | 0 |
| Association Rules Enhanced Knowledge Graph Attention Network | Nov 14, 2020 | Graph AttentionGraph Embedding | —Unverified | 0 |
| An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression | Nov 13, 2020 | AttributeFairness | —Unverified | 0 |