| Improving Deep Representation Learning via Auxiliary Learnable Target Coding | May 30, 2023 | Representation LearningRetrieval | CodeCode Available | 0 | 5 |
| Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks | Apr 5, 2020 | Classification Of Breast Cancer Histology ImagesDimensionality Reduction | CodeCode Available | 0 | 5 |
| Contrastive Learning for Character Detection in Ancient Greek Papyri | Sep 16, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| Improving Collaborative Metric Learning with Efficient Negative Sampling | Sep 24, 2019 | Change DetectionFace Recognition | CodeCode Available | 0 | 5 |
| Improving Contextualized Topic Models with Negative Sampling | Mar 27, 2023 | DiversityTopic Models | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 | 5 |
| Latent Space Representations of Neural Algorithmic Reasoners | Jul 17, 2023 | Graph Neural NetworkLearning to Execute | CodeCode Available | 0 | 5 |
| Active Ordinal Querying for Tuplewise Similarity Learning | Oct 9, 2019 | ClusteringTriplet | CodeCode Available | 0 | 5 |
| FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry | Apr 15, 2025 | Triplet | CodeCode Available | 0 | 5 |
| Improved Embeddings with Easy Positive Triplet Mining | Apr 8, 2019 | Image RetrievalMetric Learning | CodeCode Available | 0 | 5 |
| CoNe: Contrast Your Neighbours for Supervised Image Classification | Aug 21, 2023 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| FReeNet: Multi-Identity Face Reenactment | May 28, 2019 | DecoderFace Reenactment | CodeCode Available | 0 | 5 |
| II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering | Feb 16, 2024 | Question AnsweringTriplet | CodeCode Available | 0 | 5 |
| Improved Instance Discrimination and Feature Compactness for End-to-End Person Search | May 21, 2021 | Pedestrian DetectionPerson Re-Identification | CodeCode Available | 0 | 5 |
| Learning Fine-grained Image Similarity with Deep Ranking | Apr 17, 2014 | General ClassificationTriplet | CodeCode Available | 0 | 5 |
| Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment | Sep 4, 2021 | Representation LearningSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language | Nov 3, 2023 | Aspect-Based Sentiment AnalysisAspect Sentiment Triplet Extraction | CodeCode Available | 0 | 5 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Conditional Similarity Triplets Enable Covariate-Informed Representations of Single-Cell Data | Jun 12, 2024 | Triplet | CodeCode Available | 0 | 5 |
| Correcting the Triplet Selection Bias for Triplet Loss | Sep 1, 2018 | Face RecognitionFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Artist Similarity with Graph Neural Networks | Jul 30, 2021 | Graph Neural NetworkTriplet | CodeCode Available | 0 | 5 |
| Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism | Jul 1, 2018 | DecoderFeature Engineering | CodeCode Available | 0 | 5 |
| Extensible Multi-Granularity Fusion Network for Aspect-based Sentiment Analysis | Feb 12, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| ConCur: Self-supervised graph representation based on contrastive learning with curriculum negative sampling | Sep 1, 2023 | Contrastive LearningGraph Representation Learning | CodeCode Available | 0 | 5 |
| Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning | Nov 30, 2021 | Emotion RecognitionMetric Learning | CodeCode Available | 0 | 5 |
