| ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments | Jun 17, 2024 | feature selectionTriplet | CodeCode Available | 0 |
| Aspect-Sentiment-Multiple-Opinion Triplet Extraction | Oct 14, 2021 | Aspect Sentiment Triplet ExtractionExtract Aspect | CodeCode Available | 0 |
| OC4-ReID: Occluded Cloth-Changing Person Re-Identification | Mar 13, 2024 | Cloth-Changing Person Re-IdentificationPerson Re-Identification | CodeCode Available | 0 |
| Generalized Zero-Shot Learning Via Over-Complete Distribution | Apr 1, 2020 | Generalized Zero-Shot LearningTriplet | CodeCode Available | 0 |
| Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs | Sep 19, 2022 | Knowledge GraphsRepresentation Learning | CodeCode Available | 0 |
| Semantic Cluster Unary Loss for Efficient Deep Hashing | May 15, 2018 | Deep HashingInformation Retrieval | CodeCode Available | 0 |
| Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks | Oct 17, 2018 | Metric LearningTriplet | CodeCode Available | 0 |
| Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches | Jul 4, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 |
| OLÃ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning | Jun 1, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Gene-induced Multimodal Pre-training for Image-omic Classification | Sep 6, 2023 | ClassificationTriplet | CodeCode Available | 0 |
| OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning | Dec 5, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques | Jul 21, 2020 | Metric LearningRetrieval | CodeCode Available | 0 |
| Deep Metric Learning with Angular Loss | Aug 4, 2017 | Image RetrievalMetric Learning | CodeCode Available | 0 |
| From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data | Apr 9, 2024 | Self-Supervised LearningTriplet | CodeCode Available | 0 |
| Semantics-Aligned Representation Learning for Person Re-identification | May 30, 2019 | DecoderPerson Re-Identification | CodeCode Available | 0 |
| Using Multiple Instance Learning for Explainable Solar Flare Prediction | Mar 25, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks | Apr 5, 2020 | Classification Of Breast Cancer Histology ImagesDimensionality Reduction | CodeCode Available | 0 |
| TypeNet: Deep Learning Keystroke Biometrics | Jan 14, 2021 | Deep LearningTriplet | CodeCode Available | 0 |
| On Large Language Models' Hallucination with Regard to Known Facts | Mar 29, 2024 | HallucinationTriplet | CodeCode Available | 0 |
| A Multilayer Framework for Online Metric Learning | May 15, 2018 | Metric LearningTriplet | CodeCode Available | 0 |
| Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association | Jul 1, 2019 | Triplet | CodeCode Available | 0 |
| Fine-grained Apparel Classification and Retrieval without rich annotations | Nov 6, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Attributional Robustness Training using Input-Gradient Spatial Alignment | Nov 29, 2019 | BIG-bench Machine LearningObject Localization | CodeCode Available | 0 |
| Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays | Nov 25, 2020 | General ClassificationTriplet | CodeCode Available | 0 |
| A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition | Apr 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| UBiSS: A Unified Framework for Bimodal Semantic Summarization of Videos | Jun 24, 2024 | TripletVideo Summarization | CodeCode Available | 0 |
| Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding | Sep 9, 2020 | BenchmarkingClustering | CodeCode Available | 0 |
| The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation | Apr 15, 2023 | Camouflaged Object SegmentationFew-shot Instance Segmentation | CodeCode Available | 0 |
| Feature Learning based Deep Supervised Hashing with Pairwise Labels | Nov 12, 2015 | Deep HashingImage Retrieval | CodeCode Available | 0 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| 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 |
| Towards Certified Robustness of Distance Metric Learning | Jun 10, 2020 | Metric LearningTriplet | CodeCode Available | 0 |
| Unbiased Evaluation of Deep Metric Learning Algorithms | Nov 28, 2019 | AttributeMetric Learning | CodeCode Available | 0 |
| Towards Learning a Universal Non-Semantic Representation of Speech | Feb 25, 2020 | Transfer LearningTriplet | CodeCode Available | 0 |
| Accurate and Scalable Version Identification Using Musically-Motivated Embeddings | Oct 28, 2019 | Cover song identificationTriplet | CodeCode Available | 0 |
| Deep Metric Learning Beyond Binary Supervision | Apr 21, 2019 | Image CaptioningImage Retrieval | CodeCode Available | 0 |
| Fashion Image Retrieval with Capsule Networks | Aug 26, 2019 | Image RetrievalRetrieval | CodeCode Available | 0 |
| FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry | Apr 15, 2025 | Triplet | CodeCode Available | 0 |
| FReeNet: Multi-Identity Face Reenactment | May 28, 2019 | DecoderFace Reenactment | CodeCode Available | 0 |
| Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism | Jul 1, 2018 | DecoderFeature Engineering | CodeCode Available | 0 |
| Deep Anomaly Detection for Generalized Face Anti-Spoofing | Apr 17, 2019 | Anomaly DetectionFace Anti-Spoofing | CodeCode Available | 0 |
| Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation | Aug 23, 2023 | Domain AdaptationTriplet | CodeCode Available | 0 |
| XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System | Oct 24, 2020 | Metric LearningRecommendation Systems | CodeCode Available | 0 |
| Extensible Multi-Granularity Fusion Network for Aspect-based Sentiment Analysis | Feb 12, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| VASR: Visual Analogies of Situation Recognition | Dec 8, 2022 | Common Sense ReasoningTriplet | CodeCode Available | 0 |
| SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation | Apr 2, 2024 | Question GenerationQuestion-Generation | 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 |
| Exploring Content Relationships for Distilling Efficient GANs | Dec 21, 2022 | Triplet | CodeCode Available | 0 |
| SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation | Dec 20, 2024 | Auxiliary LearningImage Segmentation | CodeCode Available | 0 |
| Central Similarity Quantization for Efficient Image and Video Retrieval | Aug 1, 2019 | QuantizationRetrieval | CodeCode Available | 0 |