| 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 |
| Frequency Guidance Matters in Few-Shot Learning | Jan 1, 2023 | Few-Shot LearningMetric Learning | —Unverified | 0 |
| MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis | Jan 1, 2023 | Medical DiagnosisTriplet | —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 |
| Photo Pre-Training, but for Sketch | Jan 1, 2023 | Image RetrievalSketch-Based Image Retrieval | CodeCode Available | 0 |
| Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving | Jan 1, 2023 | Autonomous DrivingRepresentation Learning | —Unverified | 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 |