| Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization | Sep 16, 2020 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 | 5 |
| Blind Speech Separation and Dereverberation using Neural Beamforming | Mar 24, 2021 | Speaker IdentificationSpeaker Separation | CodeCode Available | 1 | 5 |
| Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer | Jan 22, 2021 | Drug DiscoveryMetric Learning | CodeCode Available | 1 | 5 |
| Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model | May 20, 2023 | DiversityHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning | Sep 20, 2023 | Contrastive LearningRetrieval | CodeCode Available | 1 | 5 |
| PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding | Jul 21, 2020 | Point Cloud Pre-trainingRepresentation Learning | CodeCode Available | 1 | 5 |
| Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis | Oct 12, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | 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 |
| Pre-training to Match for Unified Low-shot Relation Extraction | Mar 23, 2022 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| Convolutional Embedding for Edit Distance | Jan 31, 2020 | Triplet | 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 |
| Engagement Detection with Multi-Task Training in E-Learning Environments | Apr 8, 2022 | Emotion RecognitionTriplet | CodeCode Available | 1 | 5 |
| Global Proxy-based Hard Mining for Visual Place Recognition | Feb 28, 2023 | Image RetrievalImage Similarity Search | CodeCode Available | 1 | 5 |
| Range and Bird's Eye View Fused Cross-Modal Visual Place Recognition | Feb 17, 2025 | Re-RankingTriplet | CodeCode Available | 1 | 5 |
| A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction | Jul 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets | Jul 10, 2020 | Action LocalizationAction Recognition | CodeCode Available | 1 | 5 |
| Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Oct 23, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval | May 29, 2024 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Adversarial Attack and Defense in Deep Ranking | Jun 7, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder | May 25, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 | 5 |
| ESA: External Space Attention Aggregation for Image-Text Retrieval | Oct 10, 2023 | Image-text RetrievalRetrieval | 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 |
| Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning | Jan 12, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 | 5 |
| CDPAM: Contrastive learning for perceptual audio similarity | Feb 9, 2021 | Contrastive LearningSpeech Enhancement | CodeCode Available | 1 | 5 |
| GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the Wild | Aug 13, 2024 | Gait RecognitionGait Recognition in the Wild | CodeCode Available | 1 | 5 |
| CenterNet: Keypoint Triplets for Object Detection | Apr 17, 2019 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization | Jul 13, 2020 | Metric LearningTriplet | CodeCode Available | 1 | 5 |
| Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers | May 29, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning | Feb 26, 2024 | Retrieval-augmented GenerationTriplet | CodeCode Available | 1 | 5 |
| Change detection needs change information: improving deep 3D point cloud change detection | Apr 25, 2023 | Change DetectionTriplet | CodeCode Available | 1 | 5 |
| FaceNet: A Unified Embedding for Face Recognition and Clustering | Mar 12, 2015 | ClusteringDisguised Face Verification | CodeCode Available | 1 | 5 |
| Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation | May 16, 2024 | AudioCapsEvent Detection | CodeCode Available | 1 | 5 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | Apr 10, 2022 | Action DetectionAction Triplet Recognition | CodeCode Available | 1 | 5 |
| CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection | Feb 13, 2023 | Action Triplet DetectionAction Triplet Recognition | CodeCode Available | 1 | 5 |
| CIDEr: Consensus-based Image Description Evaluation | Nov 20, 2014 | Action RecognitionAttribute | CodeCode Available | 1 | 5 |
| Circle Loss: A Unified Perspective of Pair Similarity Optimization | Feb 25, 2020 | Face RecognitionFace Verification | CodeCode Available | 1 | 5 |
| SAT: Self-adaptive training for fashion compatibility prediction | Jun 25, 2022 | PredictionTriplet | CodeCode Available | 1 | 5 |
| SCALE: Synergized Collaboration of Asymmetric Language Translation Engines | Sep 29, 2023 | Continual LearningTranslation | CodeCode Available | 1 | 5 |
| AANet: Aggregation and Alignment Network with Semi-hard Positive Sample Mining for Hierarchical Place Recognition | Oct 8, 2023 | Re-RankingTriplet | CodeCode Available | 1 | 5 |
| Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods | Feb 27, 2020 | Triplet | CodeCode Available | 1 | 5 |
| Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series | Jul 29, 2021 | ImputationMortality Prediction | CodeCode Available | 1 | 5 |
| Feature Re-Learning with Data Augmentation for Video Relevance Prediction | Apr 8, 2020 | Data AugmentationRetrieval | CodeCode Available | 1 | 5 |
| Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems | Jun 3, 2023 | Few-Shot LearningKeyword Spotting | CodeCode Available | 1 | 5 |
| Cluster-level Feature Alignment for Person Re-identification | Aug 15, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 1 | 5 |
| ClusterLLM: Large Language Models as a Guide for Text Clustering | May 24, 2023 | ClusteringLanguage Modelling | CodeCode Available | 1 | 5 |
| Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning | Mar 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Globally Correlation-Aware Hard Negative Generation | Nov 20, 2024 | Image RetrievalMetric Learning | CodeCode Available | 1 | 5 |
| Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education | Jul 15, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| CoLLM: A Large Language Model for Composed Image Retrieval | Mar 25, 2025 | Image RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval | Dec 12, 2023 | Adversarial DefenseImage Retrieval | CodeCode Available | 1 | 5 |
