| SoftTriple Loss: Deep Metric Learning Without Triplet Sampling | Sep 11, 2019 | Image RetrievalMetric Learning | CodeCode Available | 1 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 |
| ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning | Aug 20, 2019 | ISVRRetrieval | CodeCode Available | 1 |
| ThirdEye: Triplet Based Iris Recognition without Normalization | Jul 13, 2019 | Iris RecognitionTriplet | CodeCode Available | 1 |
| Triplet Distillation for Deep Face Recognition | May 11, 2019 | Face RecognitionTriplet | CodeCode Available | 1 |
| CenterNet: Keypoint Triplets for Object Detection | Apr 17, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Deep Cosine Metric Learning for Person Re-Identification | Dec 2, 2018 | General ClassificationMetric Learning | CodeCode Available | 1 |
| Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization | Aug 27, 2018 | Image-Based LocalizationRepresentation Learning | CodeCode Available | 1 |
| PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition | Apr 10, 2018 | 3D Place RecognitionPoint Cloud Retrieval | CodeCode Available | 1 |
| Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval | Feb 27, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| TVAE: Triplet-Based Variational Autoencoder using Metric Learning | Feb 13, 2018 | Metric LearningRepresentation Learning | CodeCode Available | 1 |
| Foreground Segmentation Using a Triplet Convolutional Neural Network for Multiscale Feature Encoding | Jan 7, 2018 | Change DetectionDecoder | CodeCode Available | 1 |
| Sampling Matters in Deep Embedding Learning | Jun 23, 2017 | ClusteringFace Verification | CodeCode Available | 1 |
| No Fuss Distance Metric Learning using Proxies | Mar 21, 2017 | Metric LearningSemantic Similarity | CodeCode Available | 1 |
| Conditional Similarity Networks | Mar 25, 2016 | Triplet | CodeCode Available | 1 |
| Metric Learning with Adaptive Density Discrimination | Nov 18, 2015 | AttributeClassification | CodeCode Available | 1 |
| FaceNet: A Unified Embedding for Face Recognition and Clustering | Mar 12, 2015 | ClusteringDisguised Face Verification | CodeCode Available | 1 |
| Deep metric learning using Triplet network | Dec 20, 2014 | General ClassificationInformation Retrieval | CodeCode Available | 1 |
| CIDEr: Consensus-based Image Description Evaluation | Nov 20, 2014 | Action RecognitionAttribute | CodeCode Available | 1 |
| NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining | Jul 18, 2025 | Image EditingText-based Image Editing | —Unverified | 0 |
| SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks | Jul 17, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Dark-EvGS: Event Camera as an Eye for Radiance Field in the Dark | Jul 16, 2025 | Triplet | —Unverified | 0 |
| Attributes Shape the Embedding Space of Face Recognition Models | Jul 15, 2025 | AttributeFace Recognition | CodeCode Available | 0 |
| Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval | Jul 8, 2025 | Image RetrievalLarge Language Model | —Unverified | 0 |
| Context-Driven Knowledge Graph Completion with Semantic-Aware Relational Message Passing | Jun 29, 2025 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
