| Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings | Jul 2, 2021 | Histopathological Image Classificationimage-classification | CodeCode Available | 0 |
| Classification is a Strong Baseline for Deep Metric Learning | Nov 30, 2018 | BinarizationClassification | CodeCode Available | 0 |
| Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation | Dec 5, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Making Recommender Systems More Knowledgeable: A Framework to Incorporate Side Information | Jun 2, 2024 | Recommendation SystemsTriplet | CodeCode Available | 0 |
| ConCur: Self-supervised graph representation based on contrastive learning with curriculum negative sampling | Sep 1, 2023 | Contrastive LearningGraph Representation Learning | CodeCode Available | 0 |
| Boosting Standard Classification Architectures Through a Ranking Regularizer | Jan 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Supervised Auto-Encoding Twin-Bottleneck Hashing | Jun 19, 2023 | Deep HashingTriplet | CodeCode Available | 0 |
| Compositional Sketch Search | Jun 15, 2021 | Image RetrievalPosition | CodeCode Available | 0 |
| In Defense of the Triplet Loss for Person Re-Identification | Mar 22, 2017 | General ClassificationMetric Learning | CodeCode Available | 0 |
| Mask-Guided Contrastive Attention Model for Person Re-Identification | Jun 1, 2018 | Contrastive LearningPerson Re-Identification | CodeCode Available | 0 |
| Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning | Oct 1, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| Masked Proxy Loss For Text-Independent Speaker Verification | Nov 9, 2020 | Metric LearningSpeaker Recognition | CodeCode Available | 0 |
| Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks | Aug 28, 2019 | General ClassificationGraph Embedding | CodeCode Available | 0 |
| Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings | Jul 22, 2021 | Few-Shot LearningRepresentation Learning | CodeCode Available | 0 |
| MassFace: an efficient implementation using triplet loss for face recognition | Feb 28, 2019 | Face RecognitionTriplet | CodeCode Available | 0 |
| Matchable Image Retrieval by Learning from Surface Reconstruction | Nov 26, 2018 | 3D ReconstructionImage Retrieval | CodeCode Available | 0 |
| Dissecting Deep Metric Learning Losses for Image-Text Retrieval | Oct 21, 2022 | Cross-Modal RetrievalImage-text matching | CodeCode Available | 0 |
| Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study | May 10, 2020 | Dimensionality ReductionDomain Generalization | CodeCode Available | 0 |
| Visualizing How Embeddings Generalize | Sep 16, 2019 | Metric LearningTriplet | CodeCode Available | 0 |
| In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation | Dec 17, 2019 | Person Re-IdentificationTriplet | CodeCode Available | 0 |
| Disentangling Semantic-to-visual Confusion for Zero-shot Learning | Jun 16, 2021 | Generative Adversarial Networkimage-classification | CodeCode Available | 0 |
| Direct multimodal few-shot learning of speech and images | Dec 10, 2020 | Few-Shot LearningTransfer Learning | CodeCode Available | 0 |
| Description-Enhanced Label Embedding Contrastive Learning for Text Classification | Jun 15, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Compositional Image Retrieval via Instruction-Aware Contrastive Learning | Dec 7, 2024 | Contrastive LearningImage Retrieval | CodeCode Available | 0 |
| Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions | Jul 18, 2023 | Action Triplet DetectionTriplet | CodeCode Available | 0 |
