| Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification | Jul 11, 2024 | Contrastive Learningimage-classification | —Unverified | 0 |
| Cross Domain Object Detection via Multi-Granularity Confidence Alignment based Mean Teacher | Jul 10, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization | Jul 10, 2024 | Action LocalizationPseudo Label | —Unverified | 0 |
| Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning | Jul 7, 2024 | Pseudo Label | CodeCode Available | 0 |
| The USTC-NERCSLIP Systems for The ICMC-ASR Challenge | Jul 2, 2024 | Automatic Speech RecognitionPseudo Label | —Unverified | 0 |
| Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis | Jun 29, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation | Jun 28, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection | Jun 26, 2024 | 3D Object DetectionDomain Adaptation | —Unverified | 0 |
| Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation | Jun 24, 2024 | Pseudo Label | CodeCode Available | 0 |
| The Championship-Winning Solution for the 5th CLVISION Challenge 2024 | Jun 24, 2024 | Classificationclass-incremental learning | —Unverified | 0 |
| AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning | Jun 22, 2024 | AllBinary Classification | —Unverified | 0 |
| LayerMatch: Do Pseudo-labels Benefit All Layers? | Jun 20, 2024 | AllAvg | —Unverified | 0 |
| The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge | Jun 18, 2024 | Few-Shot Object DetectionLanguage Modeling | —Unverified | 0 |
| PIG: Prompt Images Guidance for Night-Time Scene Parsing | Jun 15, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| Audio-conditioned phonemic and prosodic annotation for building text-to-speech models from unlabeled speech data | Jun 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| UVIS: Unsupervised Video Instance Segmentation | Jun 11, 2024 | Instance SegmentationLanguage Modelling | —Unverified | 0 |
| Negative Prototypes Guided Contrastive Learning for WSOD | Jun 4, 2024 | Contrastive Learningobject-detection | —Unverified | 0 |
| Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling | Jun 3, 2024 | audio-visual event localizationDenoising | —Unverified | 0 |
| Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation | Jun 3, 2024 | DiversityPseudo Label | CodeCode Available | 0 |
| Global High Categorical Resolution Land Cover Mapping via Weak Supervision | Jun 2, 2024 | Domain AdaptationEarth Observation | —Unverified | 0 |
| Pseudo-label Based Domain Adaptation for Zero-Shot Text Steganalysis | Jun 1, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation | May 31, 2024 | Pseudo Label | —Unverified | 0 |
| Extreme Point Supervised Instance Segmentation | May 31, 2024 | Instance SegmentationPoint-Supervised Instance Segmentation | —Unverified | 0 |
| A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation | May 30, 2024 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation | May 26, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision | May 24, 2024 | Pseudo Label | CodeCode Available | 0 |
| SIAVC: Semi-Supervised Framework for Industrial Accident Video Classification | May 23, 2024 | Fire DetectionModel Optimization | CodeCode Available | 0 |
| Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data | May 14, 2024 | Data AugmentationPseudo Label | —Unverified | 0 |
| Semi-Supervised Weed Detection for Rapid Deployment and Enhanced Efficiency | May 12, 2024 | Deep LearningPseudo Label | —Unverified | 0 |
| Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation | May 12, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach | May 10, 2024 | Pseudo LabelSegmentation | —Unverified | 0 |
| Robust Pseudo-label Learning with Neighbor Relation for Unsupervised Visible-Infrared Person Re-Identification | May 9, 2024 | Person Re-IdentificationPseudo Label | —Unverified | 0 |
| ELiTe: Efficient Image-to-LiDAR Knowledge Transfer for Semantic Segmentation | May 7, 2024 | Knowledge DistillationLIDAR Semantic Segmentation | —Unverified | 0 |
| GMP-TL: Gender-augmented Multi-scale Pseudo-label Enhanced Transfer Learning for Speech Emotion Recognition | May 3, 2024 | Emotion RecognitionMulti-Task Learning | —Unverified | 0 |
| Uncertainty-aware self-training with expectation maximization basis transformation | May 2, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Robust Semi-supervised Learning via f-Divergence and α-Rényi Divergence | May 1, 2024 | Pseudo Label | —Unverified | 0 |
| Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection | Apr 30, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images | Apr 29, 2024 | Pseudo LabelTransfer Learning | CodeCode Available | 0 |
| Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification | Apr 26, 2024 | Pseudo Label | —Unverified | 0 |
| DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions | Apr 23, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| ReCAP: Recursive Cross Attention Network for Pseudo-Label Generation in Robotic Surgical Skill Assessment | Apr 22, 2024 | Pseudo Label | —Unverified | 0 |
| VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning | Apr 18, 2024 | Pseudo Label | —Unverified | 0 |
| AKGNet: Attribute Knowledge-Guided Unsupervised Lung-Infected Area Segmentation | Apr 17, 2024 | AttributePseudo Label | —Unverified | 0 |
| Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model | Apr 15, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label | Apr 15, 2024 | ObjectObject Localization | —Unverified | 0 |
| RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations | Apr 13, 2024 | Contrastive LearningIntent Discovery | —Unverified | 0 |
| Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection | Apr 12, 2024 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| Unsupervised Visible-Infrared ReID via Pseudo-label Correction and Modality-level Alignment | Apr 10, 2024 | ClusteringContrastive Learning | —Unverified | 0 |
| Extracting Clean and Balanced Subset for Noisy Long-tailed Classification | Apr 10, 2024 | Pseudo Label | —Unverified | 0 |
| Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark | Apr 10, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |