| Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation | Sep 16, 2022 | Brain Tumor SegmentationDomain Adaptation | —Unverified | 0 |
| Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning | Sep 16, 2022 | 3D Semantic SegmentationPseudo Label | CodeCode Available | 0 |
| Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection | Sep 5, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment | Sep 5, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Seq-UPS: Sequential Uncertainty-aware Pseudo-label Selection for Semi-Supervised Text Recognition | Aug 31, 2022 | Pseudo Label | —Unverified | 0 |
| Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model | Aug 26, 2022 | Domain Adaptationimage-classification | —Unverified | 0 |
| Tunable Hybrid Proposal Networks for the Open World | Aug 23, 2022 | Diversityobject-detection | —Unverified | 0 |
| Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset | Aug 20, 2022 | Anomaly DetectionClustering | —Unverified | 0 |
| Pseudo-Labels Are All You Need | Aug 19, 2022 | AllFeature Engineering | —Unverified | 0 |
| GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement | Aug 18, 2022 | Grounded Situation RecognitionImage Captioning | CodeCode Available | 0 |
| MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization | Aug 11, 2022 | Domain GeneralizationMulti-Task Learning | —Unverified | 0 |
| Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation | Aug 2, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic Segmentation | Aug 2, 2022 | Pseudo LabelSemantic Segmentation | CodeCode Available | 0 |
| Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations | Jul 20, 2022 | Pseudo LabelRepresentation Learning | —Unverified | 0 |
| Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection | Jul 17, 2022 | object-detectionObject Detection | CodeCode Available | 0 |
| Generating Pseudo-labels Adaptively for Few-shot Model-Agnostic Meta-Learning | Jul 9, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection | Jul 6, 2022 | object-detectionObject Detection | CodeCode Available | 0 |
| Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation | Jun 20, 2022 | ObjectPseudo Label | CodeCode Available | 0 |
| Boosting Cross-Domain Speech Recognition with Self-Supervision | Jun 20, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Plug-and-Play Pseudo Label Correction Network for Unsupervised Person Re-identification | Jun 14, 2022 | ClusteringPerson Re-Identification | —Unverified | 0 |
| Transductive CLIP with Class-Conditional Contrastive Learning | Jun 13, 2022 | Contrastive LearningPseudo Label | —Unverified | 0 |
| Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion | Jun 10, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 0 |
| ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training | Jun 5, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling | Jun 2, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Positive Unlabeled Contrastive Learning | Jun 1, 2022 | Contrastive LearningPseudo Label | —Unverified | 0 |
| CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement | May 26, 2022 | Domain Adaptationimage-classification | —Unverified | 0 |
| Transfer and Share: Semi-Supervised Learning from Long-Tailed Data | May 26, 2022 | Pseudo LabelRepresentation Learning | —Unverified | 0 |
| LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification | May 25, 2022 | MemorizationPseudo Label | CodeCode Available | 0 |
| Semi-supervised Drifted Stream Learning with Short Lookback | May 25, 2022 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Improve Event Extraction via Self-Training with Gradient Guidance | May 25, 2022 | Abstract Meaning RepresentationEvent Argument Extraction | —Unverified | 0 |
| Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation | May 23, 2022 | Domain AdaptationLIDAR Semantic Segmentation | —Unverified | 0 |
| Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation | May 12, 2022 | Organ SegmentationPseudo Label | CodeCode Available | 0 |
| Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm | May 7, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model | May 2, 2022 | Pseudo LabelSegmentation | —Unverified | 0 |
| EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization | May 1, 2022 | Few-Shot LearningFew-Shot Text Classification | —Unverified | 0 |
| MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation | Apr 27, 2022 | 3D Semantic SegmentationPseudo Label | —Unverified | 0 |
| MIPR:Automatic Annotation of Medical Images with Pixel Rearrangement | Apr 22, 2022 | Pseudo LabelSegmentation | —Unverified | 0 |
| Exemplar Learning for Medical Image Segmentation | Apr 3, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions | Apr 2, 2022 | Multi Label Text ClassificationMulti-Label Text Classification | —Unverified | 0 |
| A Free Lunch to Person Re-identification: Learning from Automatically Generated Noisy Tracklets | Apr 2, 2022 | Person Re-IdentificationPseudo Label | —Unverified | 0 |
| FisherMatch: Semi-Supervised Rotation Regression via Entropy-based Filtering | Mar 29, 2022 | Pseudo LabelPseudo Label Filtering | —Unverified | 0 |
| Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels | Mar 23, 2022 | Pseudo LabelSelf-Supervised Learning | —Unverified | 0 |
| Pseudo Label Is Better Than Human Label | Mar 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deep Learning based Intelligent Coin-tap Test for Defect Recognition | Mar 20, 2022 | Deep LearningDomain Adaptation | CodeCode Available | 0 |
| Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization | Mar 18, 2022 | Object LocalizationPseudo Label | —Unverified | 0 |
| PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems | Mar 11, 2022 | Autonomous DrivingObject | —Unverified | 0 |
| Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR | Mar 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Large Scale Passenger Detection with Smartphone/Bus Implicit Interaction and Multisensory Unsupervised Cause-effect Learning | Feb 24, 2022 | Dimensionality ReductionPseudo Label | —Unverified | 0 |
| CLS: Cross Labeling Supervision for Semi-Supervised Learning | Feb 17, 2022 | Pseudo Label | CodeCode Available | 0 |
| Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation | Feb 15, 2022 | Domain AdaptationEnsemble Learning | —Unverified | 0 |