| Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios | Feb 8, 2023 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction | Feb 6, 2023 | Data AugmentationGraph Embedding | CodeCode Available | 1 |
| Learning Topology-Preserving Data Representations | Jan 31, 2023 | Dimensionality ReductionTriplet | CodeCode Available | 1 |
| Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive Learning | Jan 31, 2023 | Contrastive LearningNode Classification | CodeCode Available | 0 |
| An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation | Jan 31, 2023 | Feature EngineeringMusic Generation | —Unverified | 0 |
| Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval | Jan 30, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Style-Aware Contrastive Learning for Multi-Style Image Captioning | Jan 26, 2023 | Contrastive LearningImage Captioning | —Unverified | 0 |
| Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification | Jan 23, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Aspect-Category-Opinion-Sentiment Extraction Using Generative Transformer Model | Jan 18, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition | Jan 16, 2023 | Domain AdaptationHandwriting Recognition | —Unverified | 0 |
| Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning | Jan 12, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 |
| GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis | Jan 11, 2023 | Contrastive LearningLesion Segmentation | —Unverified | 0 |
| Predictions of photophysical properties of phosphorescent platinum(II) complexes based on ensemble machine learning approach | Jan 8, 2023 | Ensemble LearningTriplet | —Unverified | 0 |
| MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology | Jan 5, 2023 | Medical DiagnosisSelf-Supervised Learning | —Unverified | 0 |
| I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation | Jan 3, 2023 | Domain AdaptationSegmentation | —Unverified | 0 |
| MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis | Jan 1, 2023 | Medical DiagnosisTriplet | —Unverified | 0 |
| Frequency Guidance Matters in Few-Shot Learning | Jan 1, 2023 | Few-Shot LearningMetric Learning | —Unverified | 0 |
| NeRF-MS: Neural Radiance Fields with Multi-Sequence | Jan 1, 2023 | NeRFNovel View Synthesis | —Unverified | 0 |
| Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering | Jan 1, 2023 | Continual LearningLanguage Modelling | —Unverified | 0 |
| VideoTrack: Learning To Track Objects via Video Transformer | Jan 1, 2023 | TripletVisual Tracking | —Unverified | 0 |
| Difficulty-Based Sampling for Debiased Contrastive Representation Learning | Jan 1, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving | Jan 1, 2023 | Autonomous DrivingRepresentation Learning | —Unverified | 0 |
| Photo Pre-Training, but for Sketch | Jan 1, 2023 | Image RetrievalSketch-Based Image Retrieval | CodeCode Available | 0 |
| Joint Discriminative and Metric Embedding Learning for Person Re-Identification | Dec 28, 2022 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting | Dec 27, 2022 | Image MattingTriplet | CodeCode Available | 1 |
| MURPHY: Relations Matter in Surgical Workflow Analysis | Dec 24, 2022 | RelationTriplet | —Unverified | 0 |
| Improving Span-based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge | Dec 23, 2022 | Aspect-Based Sentiment AnalysisAspect Sentiment Triplet Extraction | CodeCode Available | 0 |
| Fast Event-based Optical Flow Estimation by Triplet Matching | Dec 23, 2022 | Event-based Optical FlowEvent-based vision | —Unverified | 0 |
| Zero-shot Triplet Extraction by Template Infilling | Dec 21, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Exploring Content Relationships for Distilling Efficient GANs | Dec 21, 2022 | Triplet | CodeCode Available | 0 |
| Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation | Dec 20, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 0 |
| DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification | Dec 20, 2022 | Classificationimage-classification | —Unverified | 0 |
| SrTR: Self-reasoning Transformer with Visual-linguistic Knowledge for Scene Graph Generation | Dec 19, 2022 | DecoderGraph Generation | —Unverified | 0 |
| A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction | Dec 18, 2022 | Aspect Sentiment Triplet ExtractionExtract Aspect | CodeCode Available | 0 |
| Resolving Semantic Confusions for Improved Zero-Shot Detection | Dec 12, 2022 | Generalized Zero-Shot Object DetectionObject Detection | CodeCode Available | 1 |
| VASR: Visual Analogies of Situation Recognition | Dec 8, 2022 | Common Sense ReasoningTriplet | CodeCode Available | 0 |
| Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition | Nov 30, 2022 | Action Triplet RecognitionTriplet | CodeCode Available | 1 |
| A Revenue Function for Comparison-Based Hierarchical Clustering | Nov 29, 2022 | ClusteringOpen-Ended Question Answering | CodeCode Available | 0 |
| Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss | Nov 29, 2022 | Depth EstimationFace Anti-Spoofing | —Unverified | 0 |
| STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction | Nov 28, 2022 | Aspect Sentiment Triplet ExtractionSentence | CodeCode Available | 1 |
| Renmin University of China at TRECVID 2022: Improving Video Search by Feature Fusion and Negation Understanding | Nov 28, 2022 | Ad-hoc video searchNegation | —Unverified | 0 |
| Angular triangle distance for ordinal metric learning | Nov 28, 2022 | Face RecognitionMetric Learning | —Unverified | 0 |
| RankDNN: Learning to Rank for Few-shot Learning | Nov 28, 2022 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection | Nov 26, 2022 | Boundary DetectionRelation | —Unverified | 0 |
| Cross-domain Transfer of defect features in technical domains based on partial target data | Nov 24, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss | Nov 22, 2022 | Content-Based Image RetrievalDiagnostic | —Unverified | 0 |
| Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction | Nov 22, 2022 | Contrastive LearningInductive Relation Prediction | —Unverified | 0 |
| SRTGAN: Triplet Loss based Generative Adversarial Network for Real-World Super-Resolution | Nov 22, 2022 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| PiRL: Participant-Invariant Representation Learning for Healthcare | Nov 21, 2022 | Representation LearningTriplet | —Unverified | 0 |
| Cross-Modal Contrastive Learning for Robust Reasoning in VQA | Nov 21, 2022 | Contrastive LearningQuestion Answering | CodeCode Available | 0 |