| CoLLM: A Large Language Model for Composed Image Retrieval | Mar 25, 2025 | Image RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| Adversarial Self-Supervised Scene Flow Estimation | Nov 1, 2020 | Metric LearningScene Flow Estimation | CodeCode Available | 1 | 5 |
| Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation | Jul 1, 2024 | Recommendation SystemsTriplet | CodeCode Available | 1 | 5 |
| Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person Retrieval | Jul 18, 2023 | cross-modal alignmentData Augmentation | CodeCode Available | 1 | 5 |
| Cross-Modal Retrieval for Motion and Text via DopTriple Loss | May 7, 2023 | Cross-Modal RetrievalRetrieval | CodeCode Available | 1 | 5 |
| CuratorNet: Visually-aware Recommendation of Art Images | Sep 9, 2020 | Triplet | CodeCode Available | 1 | 5 |
| Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement | Jan 6, 2022 | DisentanglementDomain Adaptation | CodeCode Available | 1 | 5 |
| Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval | Mar 24, 2024 | AttributeImage Retrieval | CodeCode Available | 1 | 5 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | 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 |
| DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series | Apr 17, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Complementary Patch for Weakly Supervised Semantic Segmentation | Aug 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Animation Video Interpolation in the Wild | Apr 6, 2021 | Optical Flow EstimationTriplet | CodeCode Available | 1 | 5 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 | 5 |
| LayoutGMN: Neural Graph Matching for Structural Layout Similarity | Dec 11, 2020 | Graph MatchingMetric Learning | CodeCode Available | 1 | 5 |
| LCD -- Line Clustering and Description for Place Recognition | Oct 21, 2020 | ClusteringImage Retrieval | CodeCode Available | 1 | 5 |
| DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images | Apr 28, 2025 | Generative Adversarial Networkparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| Deep Attention-guided Graph Clustering with Dual Self-supervision | Nov 10, 2021 | ClusteringDeep Attention | CodeCode Available | 1 | 5 |
| Conditional Similarity Networks | Mar 25, 2016 | Triplet | CodeCode Available | 1 | 5 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Deep Graph Contrastive Representation Learning | Jun 7, 2020 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| Learning Structural Similarity of User Interface Layouts using Graph Networks | Aug 1, 2020 | DecoderRepresentation Learning | CodeCode Available | 1 | 5 |
| Deep Cosine Metric Learning for Person Re-Identification | Dec 2, 2018 | General ClassificationMetric Learning | CodeCode Available | 1 | 5 |
| Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction | Jan 24, 2024 | DenoisingRelation | CodeCode Available | 1 | 5 |
| Deep Fusion Clustering Network | Dec 15, 2020 | AttributeClustering | CodeCode Available | 1 | 5 |
| LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning | Mar 23, 2025 | Continual LearningExemplar-Free | CodeCode Available | 1 | 5 |
| A semantically enhanced dual encoder for aspect sentiment triplet extraction | Jun 14, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes | Jul 19, 2020 | Triplet | CodeCode Available | 1 | 5 |
| Deep multi-metric learning for text-independent speaker verification | Jul 17, 2020 | Metric LearningSpeaker Verification | CodeCode Available | 1 | 5 |
| Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition | Feb 14, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 | 5 |
| MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation | May 23, 2023 | Few-Shot Semantic SegmentationGeneral Knowledge | CodeCode Available | 1 | 5 |
| Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction | Sep 16, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models | Dec 10, 2023 | Human-Object Interaction GenerationObject | CodeCode Available | 1 | 5 |
| Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis | Nov 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes | Mar 10, 2022 | 3D dense captioningDense Captioning | CodeCode Available | 1 | 5 |
| CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction | Oct 24, 2023 | Aspect Sentiment Triplet ExtractionAspect Term Extraction and Sentiment Classification | CodeCode Available | 1 | 5 |
| Aspect Sentiment Triplet Extraction Using Reinforcement Learning | Aug 13, 2021 | Aspect Sentiment Triplet Extractionreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Triplet Hashing Network for Case-based Medical Image Retrieval | Jan 29, 2021 | ClassificationDeep Hashing | CodeCode Available | 1 | 5 |
| Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization | Aug 27, 2018 | Image-Based LocalizationRepresentation Learning | CodeCode Available | 1 | 5 |
| MSCMNet: Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-Identification | Nov 24, 2023 | Person Re-IdentificationTriplet | CodeCode Available | 1 | 5 |
| Knowledge Graph Error Detection with Contrastive Confidence Adaption | Dec 19, 2023 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| No Fuss Distance Metric Learning using Proxies | Mar 21, 2017 | Metric LearningSemantic Similarity | CodeCode Available | 1 | 5 |
| Non-Parametric Domain Adaptation for End-to-End Speech Translation | May 23, 2022 | Domain AdaptationTranslation | CodeCode Available | 1 | 5 |
| No-Reference Image Quality Assessment by Hallucinating Pristine Features | Aug 9, 2021 | DisentanglementHallucination | CodeCode Available | 1 | 5 |
| Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction | Jul 26, 2021 | Aspect-Based Sentiment Analysis (ABSA)Aspect Sentiment Triplet Extraction | CodeCode Available | 1 | 5 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 | 5 |
| One-shot Scene Graph Generation | Feb 22, 2022 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| On Metric Learning for Audio-Text Cross-Modal Retrieval | Mar 29, 2022 | AudioCapsCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning | Aug 13, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Pre-training to Match for Unified Low-shot Relation Extraction | Mar 23, 2022 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
