| Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment | Aug 24, 2023 | Self-Learningzero-shot-classification | CodeCode Available | 1 |
| 3DPortraitGAN: Learning One-Quarter Headshot 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses | Jul 27, 2023 | Self-Learning | CodeCode Available | 1 |
| Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning | Jul 6, 2023 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing | Jul 5, 2023 | Deep Reinforcement LearningSelf-Learning | CodeCode Available | 1 |
| Retrieval-Based Transformer for Table Augmentation | Jun 20, 2023 | ImputationRetrieval | CodeCode Available | 1 |
| ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations | Jun 15, 2023 | Pseudo LabelSelf-Learning | CodeCode Available | 1 |
| Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing | Apr 20, 2023 | Cell Segmentationobject-detection | CodeCode Available | 1 |
| AISecKG: Knowledge Graph Dataset for Cybersecurity Education | Mar 30, 2023 | Active LearningKnowledge Graphs | CodeCode Available | 1 |
| TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation | Mar 17, 2023 | Knowledge DistillationSelf-Learning | CodeCode Available | 1 |
| MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition | Mar 9, 2023 | Lip ReadingMachine Translation | CodeCode Available | 1 |
| ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks | Feb 15, 2023 | Intrusion DetectionSelf-Learning | CodeCode Available | 1 |
| Reinforcement Learning in an Adaptable Chess Environment for Detecting Human-understandable Concepts | Nov 10, 2022 | Autonomous Vehiclesreinforcement-learning | CodeCode Available | 1 |
| Self-supervised Character-to-Character Distillation for Text Recognition | Nov 1, 2022 | Data AugmentationRepresentation Learning | CodeCode Available | 1 |
| Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms | Oct 29, 2022 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection | Sep 19, 2022 | Self-Learning | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation via Prototype Memory Network | Sep 8, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Texture-guided Saliency Distilling for Unsupervised Salient Object Detection | Jul 13, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Deep Learning for Anomaly Detection in Log Data: A Survey | Jul 8, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting | Jun 28, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| GMML is All you Need | May 30, 2022 | AllData Augmentation | CodeCode Available | 1 |
| DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning | May 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Improving Word Translation via Two-Stage Contrastive Learning | Mar 15, 2022 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 |
| Doctor Recommendation in Online Health Forums via Expertise Learning | Mar 6, 2022 | Self-Learning | CodeCode Available | 1 |
| Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning | Mar 4, 2022 | Self-LearningText Augmentation | CodeCode Available | 1 |
