| Classification is a Strong Baseline for Deep Metric Learning | Nov 30, 2018 | BinarizationClassification | CodeCode Available | 0 | 5 |
| Investigation of stellar magnetic activity using variational autoencoder based on low-resolution spectroscopic survey | Jun 15, 2022 | Triplet | CodeCode Available | 0 | 5 |
| Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods | Apr 29, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 0 | 5 |
| Conditional Similarity Triplets Enable Covariate-Informed Representations of Single-Cell Data | Jun 12, 2024 | Triplet | CodeCode Available | 0 | 5 |
| Improving Contextualized Topic Models with Negative Sampling | Mar 27, 2023 | DiversityTopic Models | CodeCode Available | 0 | 5 |
| Mask-Guided Contrastive Attention Model for Person Re-Identification | Jun 1, 2018 | Contrastive LearningPerson Re-Identification | CodeCode Available | 0 | 5 |
| Artist Similarity with Graph Neural Networks | Jul 30, 2021 | Graph Neural NetworkTriplet | CodeCode Available | 0 | 5 |
| Improving Deep Representation Learning via Auxiliary Learnable Target Coding | May 30, 2023 | Representation LearningRetrieval | 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 |
| Improving Collaborative Metric Learning with Efficient Negative Sampling | Sep 24, 2019 | Change DetectionFace Recognition | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 | 5 |
| Compositional Sketch Search | Jun 15, 2021 | Image RetrievalPosition | CodeCode Available | 0 | 5 |
| Exploring Generalized Gait Recognition: Reducing Redundancy and Noise within Indoor and Outdoor Datasets | May 21, 2025 | Dataset DistillationGait Recognition | 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 |
| Compositional Image Retrieval via Instruction-Aware Contrastive Learning | Dec 7, 2024 | Contrastive LearningImage Retrieval | CodeCode Available | 0 | 5 |
| Exploring Content Relationships for Distilling Efficient GANs | Dec 21, 2022 | Triplet | CodeCode Available | 0 | 5 |
| A Fair Experimental Comparison of Neural Network Architectures for Latent Representations of Multi-Omics for Drug Response Prediction | Aug 31, 2022 | Drug Response PredictionTriplet | CodeCode Available | 0 | 5 |
| Improved Embeddings with Easy Positive Triplet Mining | Apr 8, 2019 | Image RetrievalMetric Learning | CodeCode Available | 0 | 5 |
| PerceptNet: Learning Perceptual Similarity of Haptic Textures in Presence of Unorderable Triplets | May 8, 2019 | Triplet | CodeCode Available | 0 | 5 |
| Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings | Oct 5, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 0 | 5 |
| Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022 | Jun 29, 2022 | Multi-Instance RetrievalRetrieval | CodeCode Available | 0 | 5 |
| A Revenue Function for Comparison-Based Hierarchical Clustering | Nov 29, 2022 | ClusteringOpen-Ended Question Answering | CodeCode Available | 0 | 5 |
