| Pseudo-label Refinement for Improving Self-Supervised Learning Systems | Oct 18, 2024 | ClusteringDomain Adaptation | —Unverified | 0 |
| SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing | Oct 17, 2024 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition | Oct 13, 2024 | Domain AdaptationOptical Character Recognition (OCR) | CodeCode Available | 1 |
| SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data | Oct 13, 2024 | Facial Expression RecognitionPseudo Label | —Unverified | 0 |
| Degree-Conscious Spiking Graph for Cross-Domain Adaptation | Oct 9, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach | Oct 8, 2024 | Data CompressionFacial Landmark Detection | —Unverified | 0 |
| Learning 3D Perception from Others' Predictions | Oct 3, 2024 | 3D Object Detectionobject-detection | —Unverified | 0 |
| Applying the Lower-Biased Teacher Model in Semi-Supervised Object Detection | Sep 29, 2024 | Objectobject-detection | —Unverified | 0 |
| Improving Academic Skills Assessment with NLP and Ensemble Learning | Sep 23, 2024 | Ensemble LearningPseudo Label | —Unverified | 0 |
| Cross-Model Cross-Stream Learning for Self-Supervised Human Action Recognition | Sep 23, 2024 | Action RecognitionContrastive Learning | CodeCode Available | 0 |
| Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings | Sep 19, 2024 | Computed Tomography (CT)Image Generation | —Unverified | 0 |
| Multimodality Adaptive Transformer and Mutual Learning for Unsupervised Domain Adaptation Vehicle Re-Identification | Sep 17, 2024 | AttributeDomain Adaptation | —Unverified | 0 |
| TrajSSL: Trajectory-Enhanced Semi-Supervised 3D Object Detection | Sep 17, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label | Sep 14, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance | Sep 14, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 0 |
| PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation | Sep 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance | Sep 7, 2024 | Image SegmentationPseudo Label | CodeCode Available | 1 |
| PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning | Sep 5, 2024 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 0 |
| Enhancing Test Time Adaptation with Few-shot Guidance | Sep 2, 2024 | Diversitydomain classification | —Unverified | 0 |
| LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement | Aug 29, 2024 | GPRImage Enhancement | CodeCode Available | 0 |
| Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment | Aug 29, 2024 | Point Cloud SegmentationPseudo Label | CodeCode Available | 1 |
| 3C: Confidence-Guided Clustering and Contrastive Learning for Unsupervised Person Re-Identification | Aug 18, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Fine-Grained Building Function Recognition from Street-View Images via Geometry-Aware Semi-Supervised Learning | Aug 18, 2024 | Pseudo Label | —Unverified | 0 |
| Weakly Supervised Lymph Nodes Segmentation Based on Partial Instance Annotations with Pre-trained Dual-branch Network and Pseudo Label Learning | Aug 18, 2024 | Pseudo Label | CodeCode Available | 0 |
| Adversarial Attacked Teacher for Unsupervised Domain Adaptive Object Detection | Aug 18, 2024 | object-detectionObject Detection | —Unverified | 0 |
| DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models | Aug 16, 2024 | Domain Adaptationimage-classification | CodeCode Available | 0 |
| CamoTeacher: Dual-Rotation Consistency Learning for Semi-Supervised Camouflaged Object Detection | Aug 15, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation | Aug 15, 2024 | Pseudo Label | CodeCode Available | 1 |
| SC3D: Label-Efficient Outdoor 3D Object Detection via Single Click Annotation | Aug 15, 2024 | 3D Object Detectionobject-detection | —Unverified | 0 |
| End-to-end Semantic-centric Video-based Multimodal Affective Computing | Aug 14, 2024 | Contrastive LearningPseudo Label | —Unverified | 0 |
| Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models | Aug 12, 2024 | DiagnosticDomain Adaptation | —Unverified | 0 |
| SRTFD: Scalable Real-Time Fault Diagnosis through Online Continual Learning | Aug 11, 2024 | Continual LearningFault Diagnosis | —Unverified | 0 |
| Collaborative Static-Dynamic Teaching: A Semi-Supervised Framework for Stripe-Like Space Target Detection | Aug 9, 2024 | Pseudo Label | —Unverified | 0 |
| Learning from Noisy Labels for Long-tailed Data via Optimal Transport | Aug 7, 2024 | DenoisingPseudo Label | —Unverified | 0 |
| EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits | Aug 4, 2024 | Few-Shot LearningOpen Set Learning | CodeCode Available | 0 |
| Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation | Aug 2, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| ctPuLSE: Close-Talk, and Pseudo-Label Based Far-Field, Speech Enhancement | Jul 28, 2024 | Pseudo LabelSpeech Enhancement | —Unverified | 0 |
| Improving Domain Adaptation Through Class Aware Frequency Transformation | Jul 28, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning | Jul 26, 2024 | Multi-Label LearningPseudo Label | CodeCode Available | 0 |
| Text-Region Matching for Multi-Label Image Recognition with Missing Labels | Jul 26, 2024 | Contrastive LearningMissing Labels | CodeCode Available | 0 |
| SSTD: Stripe-Like Space Target Detection Using Single-Point Weak Supervision | Jul 25, 2024 | Pseudo LabelZero-shot Generalization | —Unverified | 0 |
| ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering | Jul 24, 2024 | Pseudo LabelQuestion Answering | —Unverified | 0 |
| Multi-label Cluster Discrimination for Visual Representation Learning | Jul 24, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 4 |
| Learning Camouflaged Object Detection from Noisy Pseudo Label | Jul 18, 2024 | Camouflaged Object SegmentationMemorization | —Unverified | 0 |
| SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching | Jul 18, 2024 | Pseudo LabelSegmentation | —Unverified | 0 |
| Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation | Jul 18, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation | Jul 17, 2024 | Point Cloud SegmentationPseudo Label | CodeCode Available | 1 |
| Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation | Jul 17, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation | Jul 16, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| An AI System for Continuous Knee Osteoarthritis Severity Grading Using Self-Supervised Anomaly Detection with Limited Data | Jul 16, 2024 | Anomaly DetectionDenoising | CodeCode Available | 0 |