| 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 |
| Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots | Jun 20, 2025 | ColorizationEdge Detection | —Unverified | 0 |
| Egocentric Human-Object Interaction Detection: A New Benchmark and Method | Jun 17, 2025 | BenchmarkingHuman-Object Interaction Detection | —Unverified | 0 |
| Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems | Jun 16, 2025 | Contrastive LearningRobust classification | —Unverified | 0 |
| Improving Large Language Model Safety with Contrastive Representation Learning | Jun 13, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment | Jun 12, 2025 | Dialogue GenerationTriplet | CodeCode Available | 0 |
| Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders | Jun 11, 2025 | ClusteringDeep Clustering | —Unverified | 0 |
| Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations | Jun 10, 2025 | In-Context LearningTriplet | —Unverified | 0 |
| Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data | Jun 9, 2025 | Learning Semantic RepresentationsTriplet | CodeCode Available | 0 |
| Learning-Augmented Hierarchical Clustering | Jun 5, 2025 | ClusteringTriplet | —Unverified | 0 |
| Contrast & Compress: Learning Lightweight Embeddings for Short Trajectories | Jun 3, 2025 | Autonomous NavigationContrastive Learning | —Unverified | 0 |
| GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training | May 30, 2025 | MTEB BenchmarkNatural Language Inference | —Unverified | 0 |
| A Joint Reconstruction-Triplet Loss Autoencoder Approach Towards Unseen Attack Detection in IoV Networks | May 27, 2025 | Transfer LearningTriplet | —Unverified | 0 |
| MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detection | May 27, 2025 | Triplet | —Unverified | 0 |
| StyleAR: Customizing Multimodal Autoregressive Model for Style-Aligned Text-to-Image Generation | May 26, 2025 | Image GenerationInstruction Following | —Unverified | 0 |
| An Interpretable Representation Learning Approach for Diffusion Tensor Imaging | May 25, 2025 | Contrastive LearningDecoder | —Unverified | 0 |
| A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models | May 25, 2025 | Triplet | CodeCode Available | 0 |
| Exploring Generalized Gait Recognition: Reducing Redundancy and Noise within Indoor and Outdoor Datasets | May 21, 2025 | Dataset DistillationGait Recognition | CodeCode Available | 0 |
| Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment | May 20, 2025 | Representation LearningRetrieval | —Unverified | 0 |
| Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining | May 19, 2025 | Survival PredictionTriplet | —Unverified | 0 |
| GLProtein: Global-and-Local Structure Aware Protein Representation Learning | May 17, 2025 | Representation LearningTriplet | —Unverified | 0 |
| Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation | May 16, 2025 | MathMMLU | —Unverified | 0 |
| EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation | May 13, 2025 | DenoisingImage Reconstruction | —Unverified | 0 |
| Automated Knot Detection and Pairing for Wood Analysis in the Timber Industry | May 9, 2025 | Transfer LearningTriplet | —Unverified | 0 |
| Achieving 3D Attention via Triplet Squeeze and Excitation Block | May 9, 2025 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction | May 8, 2025 | Aspect Sentiment Triplet ExtractionRelation | —Unverified | 0 |