| SMILE: Self-Distilled MIxup for Efficient Transfer LEarning | Mar 25, 2021 | Transfer LearningTriplet | —Unverified | 0 |
| Blind Speech Separation and Dereverberation using Neural Beamforming | Mar 24, 2021 | Speaker IdentificationSpeaker Separation | CodeCode Available | 1 |
| Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images | Mar 24, 2021 | Density Estimationregression | —Unverified | 0 |
| Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization | Mar 24, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| A synapse-centric account of the free energy principle | Mar 23, 2021 | Triplet | —Unverified | 0 |
| Improving Image co-segmentation via Deep Metric Learning | Mar 19, 2021 | Image SegmentationMetric Learning | —Unverified | 0 |
| Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval | Mar 17, 2021 | Image RetrievalRetrieval | —Unverified | 0 |
| Triplet-Watershed for Hyperspectral Image Classification | Mar 17, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction | Mar 13, 2021 | Aspect Sentiment Triplet ExtractionMachine Reading Comprehension | CodeCode Available | 1 |
| Cross-Domain Similarity Learning for Face Recognition in Unseen Domains | Mar 12, 2021 | Face RecognitionMetric Learning | —Unverified | 0 |
| Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning | Mar 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Privacy Regularization: Joint Privacy-Utility Optimization in Language Models | Mar 12, 2021 | MemorizationPrivacy Preserving | —Unverified | 0 |
| Generalized Contrastive Optimization of Siamese Networks for Place Recognition | Mar 11, 2021 | Image RetrievalRepresentation Learning | CodeCode Available | 1 |
| Knowledge-based Extraction of Cause-Effect Relations from Biomedical Text | Mar 10, 2021 | Triplet | —Unverified | 0 |
| Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE) | Mar 10, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Rudder: A Cross Lingual Video and Text Retrieval Dataset | Mar 9, 2021 | Natural Language QueriesRetrieval | CodeCode Available | 0 |
| SimTriplet: Simple Triplet Representation Learning with a Single GPU | Mar 9, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| Practical Relative Order Attack in Deep Ranking | Mar 9, 2021 | Adversarial AttackTriplet | CodeCode Available | 0 |
| ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection | Mar 9, 2021 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| Unified Batch All Triplet Loss for Visible-Infrared Person Re-identification | Mar 8, 2021 | AllCross-Modality Person Re-identification | —Unverified | 0 |
| Harnessing Geometric Constraints from Emotion Labels to improve Face Verification | Mar 5, 2021 | Face VerificationMulti-Task Learning | —Unverified | 0 |
| NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition | Mar 5, 2021 | Face RecognitionTriplet | —Unverified | 0 |
| Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary | Mar 3, 2021 | Domain AdaptationMetric Learning | CodeCode Available | 1 |
| Self-restrained Triplet Loss for Accurate Masked Face Recognition | Mar 2, 2021 | Face RecognitionTriplet | CodeCode Available | 1 |
| Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification | Feb 26, 2021 | General Classificationimage-classification | —Unverified | 0 |
| Scene Retrieval for Contextual Visual Mapping | Feb 25, 2021 | General ClassificationImage Retrieval | —Unverified | 0 |
| Triplet loss based embeddings for forensic speaker identification in Spanish | Feb 24, 2021 | Speaker IdentificationTriplet | —Unverified | 0 |
| EXTRA: Explanation Ranking Datasets for Explainable Recommendation | Feb 20, 2021 | Explainable ModelsExplainable Recommendation | CodeCode Available | 1 |
| First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction | Feb 17, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| I Want This Product but Different : Multimodal Retrieval with Synthetic Query Expansion | Feb 17, 2021 | multimodal generationRetrieval | —Unverified | 0 |
| Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining | Feb 16, 2021 | Audio ClassificationEvent Detection | —Unverified | 0 |
| A Unified Batch Selection Policy for Active Metric Learning | Feb 15, 2021 | Active LearningDiversity | —Unverified | 0 |
| Query-by-Example Keyword Spotting system using Multi-head Attention and Softtriple Loss | Feb 14, 2021 | Keyword SpottingTriplet | —Unverified | 0 |
| Driver2vec: Driver Identification from Automotive Data | Feb 10, 2021 | Autonomous DrivingDriver Identification | —Unverified | 0 |
| CDPAM: Contrastive learning for perceptual audio similarity | Feb 9, 2021 | Contrastive LearningSpeech Enhancement | CodeCode Available | 1 |
| Multi-level Distance Regularization for Deep Metric Learning | Feb 8, 2021 | Metric LearningRetrieval | CodeCode Available | 1 |
| MOTS R-CNN: Cosine-margin-triplet loss for multi-object tracking | Feb 6, 2021 | Metric LearningMulti-Object Tracking | —Unverified | 0 |
| Multimodal-Aware Weakly Supervised Metric Learning with Self-weighting Triplet Loss | Feb 3, 2021 | Metric LearningTriplet | —Unverified | 0 |
| Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search | Feb 2, 2021 | ClusteringDeep Hashing | —Unverified | 0 |
| A NIR-to-VIS face recognition via part adaptive and relation attention module | Feb 1, 2021 | Face RecognitionHeterogeneous Face Recognition | —Unverified | 0 |
| Deep Triplet Hashing Network for Case-based Medical Image Retrieval | Jan 29, 2021 | ClassificationDeep Hashing | CodeCode Available | 1 |
| Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings | Jan 26, 2021 | ClusteringTriplet | —Unverified | 0 |
| Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks | Jan 26, 2021 | Language ModellingNatural Language Inference | —Unverified | 0 |
| Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer | Jan 22, 2021 | Drug DiscoveryMetric Learning | CodeCode Available | 1 |
| Hashing and metric learning for charged particle tracking | Jan 16, 2021 | Metric LearningTriplet | —Unverified | 0 |
| TypeNet: Deep Learning Keystroke Biometrics | Jan 14, 2021 | Deep LearningTriplet | CodeCode Available | 0 |
| Learning Efficient Representations for Keyword Spotting with Triplet Loss | Jan 12, 2021 | ClassificationKeyword Spotting | CodeCode Available | 1 |
| Two-stage CNN-based wood log recognition | Jan 12, 2021 | Iris RecognitionTriplet | —Unverified | 0 |
| Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning | Jan 9, 2021 | Generalized Zero-Shot LearningTriplet | —Unverified | 0 |
| Taxonomy Completion via Triplet Matching Network | Jan 6, 2021 | Taxonomy ExpansionTriplet | CodeCode Available | 1 |