| RankDNN: Learning to Rank for Few-shot Learning | Nov 28, 2022 | Few-Shot Learningimage-classification | CodeCode Available | 1 | 5 |
| CoVR-2: Automatic Data Construction for Composed Video Retrieval | Aug 28, 2023 | Composed Image Retrieval (CoIR)Composed Video Retrieval (CoVR) | CodeCode Available | 1 | 5 |
| DUnE: Dataset for Unified Editing | Nov 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval | Apr 20, 2022 | Cross-Modal RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement | Dec 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Relation-Guided Adversarial Learning for Data-free Knowledge Transfer | Dec 16, 2024 | Data-free Knowledge DistillationData Free Quantization | CodeCode Available | 1 | 5 |
| Convolutional Embedding for Edit Distance | Jan 31, 2020 | Triplet | CodeCode Available | 1 | 5 |
| RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition | Apr 24, 2021 | Image CaptioningObject Recognition | CodeCode Available | 1 | 5 |
| EndoViT: pretraining vision transformers on a large collection of endoscopic images | Apr 3, 2024 | Action Triplet RecognitionSegmentation | CodeCode Available | 1 | 5 |
| Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition | Nov 30, 2022 | Action Triplet RecognitionTriplet | CodeCode Available | 1 | 5 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 | 5 |
| Engagement Detection with Multi-Task Training in E-Learning Environments | Apr 8, 2022 | Emotion RecognitionTriplet | CodeCode Available | 1 | 5 |
| Enhancing Adversarial Robustness for Deep Metric Learning | Mar 2, 2022 | Adversarial RobustnessMetric Learning | CodeCode Available | 1 | 5 |
| Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions | Jun 13, 2023 | Person Re-IdentificationTriplet | CodeCode Available | 1 | 5 |
| Rotate to Attend: Convolutional Triplet Attention Module | Oct 6, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Sampling Matters in Deep Embedding Learning | Jun 23, 2017 | ClusteringFace Verification | CodeCode Available | 1 | 5 |
| Cross-Modal Retrieval for Motion and Text via DopTriple Loss | May 7, 2023 | Cross-Modal RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification | Jun 13, 2020 | AttributeMetric Learning | CodeCode Available | 1 | 5 |
| 3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval | Nov 10, 2022 | RetrievalSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Learning Temporal Co-Attention Models for Unsupervised Video Action Localization | Jun 1, 2020 | Action LocalizationClustering | CodeCode Available | 0 | 5 |
| Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks | Jun 9, 2019 | ColorizationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering | Oct 22, 2021 | Cross-Modal RetrievalFeature Engineering | CodeCode Available | 0 | 5 |
| Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks | Jun 1, 2019 | ColorizationFew-Shot Learning | CodeCode Available | 0 | 5 |
| DIG-FACE: De-biased Learning for Generalized Facial Expression Category Discovery | Sep 30, 2024 | Facial Expression RecognitionTriplet | CodeCode Available | 0 | 5 |
| Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images | May 30, 2018 | DiagnosticGeneral Classification | CodeCode Available | 0 | 5 |
| Learning Spread-out Local Feature Descriptors | Aug 21, 2017 | Triplet | CodeCode Available | 0 | 5 |
| Learning Similarity Conditions Without Explicit Supervision | Aug 22, 2019 | Triplet | CodeCode Available | 0 | 5 |
| Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions | Dec 31, 2015 | General ClassificationTriplet | CodeCode Available | 0 | 5 |
| Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval | Mar 8, 2023 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 | 5 |
| Learning local feature descriptors with triplets and shallow convolutional neural networks | Sep 1, 2016 | Triplet | CodeCode Available | 0 | 5 |
| Learning Fine-grained Image Similarity with Deep Ranking | Apr 17, 2014 | General ClassificationTriplet | CodeCode Available | 0 | 5 |
| Adversarial Learning with Margin-based Triplet Embedding Regularization | Sep 20, 2019 | ClassificationFace Recognition | CodeCode Available | 0 | 5 |
| Learning Human-Compatible Representations for Case-Based Decision Support | Mar 6, 2023 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Learning Two-Branch Neural Networks for Image-Text Matching Tasks | Apr 11, 2017 | Image-text matchingRetrieval | CodeCode Available | 0 | 5 |
| Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval | May 8, 2021 | Image RetrievalMetric Learning | CodeCode Available | 0 | 5 |
| Classification from Triplet Comparison Data | Jul 24, 2019 | ClassificationGeneral Classification | 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 |
| Leaning Compact and Representative Features for Cross-Modality Person Re-Identification | Mar 26, 2021 | Cross-Modality Person Re-identificationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks | Oct 1, 2019 | Speaker IdentificationSpeaker Recognition | CodeCode Available | 0 | 5 |
| ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments | Jun 17, 2024 | feature selectionTriplet | CodeCode Available | 0 | 5 |
| Latent Space Representations of Neural Algorithmic Reasoners | Jul 17, 2023 | Graph Neural NetworkLearning to Execute | CodeCode Available | 0 | 5 |
| LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers | Jun 1, 2018 | Copy DetectionRetrieval | CodeCode Available | 0 | 5 |
| LANID: LLM-assisted New Intent Discovery | Mar 31, 2025 | Intent DiscoveryTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Central Similarity Quantization for Efficient Image and Video Retrieval | Aug 1, 2019 | QuantizationRetrieval | CodeCode Available | 0 | 5 |
| Ladder Loss for Coherent Visual-Semantic Embedding | Nov 18, 2019 | RetrievalTriplet | CodeCode Available | 0 | 5 |
| Knowledge Graph Embedding by Translating on Hyperplanes | Jul 27, 2014 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Large-Scale Local Causal Inference of Gene Regulatory Relationships | Sep 3, 2019 | Causal InferenceTriplet | CodeCode Available | 0 | 5 |
| Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images | May 3, 2019 | Cross-Modal RetrievalNutrition | CodeCode Available | 0 | 5 |
| Learn The Big Picture: Representation Learning for Clustering | Aug 1, 2021 | ClusteringRepresentation Learning | CodeCode Available | 0 | 5 |