| 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 |
