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Pseudo Label

A lightweight but very power technique for semi supervised learning

Papers

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Showing 1–50 of 956 papers

TitleStatusHype
Distill Any Depth: Distillation Creates a Stronger Monocular Depth EstimatorCode4
Multi-label Cluster Discrimination for Visual Representation LearningCode4
Don't fear the unlabelled: safe semi-supervised learning via simple debiasingCode3
Scene-Centric Unsupervised Panoptic SegmentationCode2
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language ModelCode2
Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-LocalizationCode2
PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object DetectionCode2
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation AdaptationCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object DetectionCode2
Commonsense Prototype for Outdoor Unsupervised 3D Object DetectionCode2
Test-Time Zero-Shot Temporal Action LocalizationCode2
A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness ConstraintCode2
Robust Synthetic-to-Real Transfer for Stereo MatchingCode2
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical LabelsCode2
Multi-Memory Matching for Unsupervised Visible-Infrared Person Re-IdentificationCode2
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point CloudsCode2
Virtual Sparse Convolution for Multimodal 3D Object DetectionCode2
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5Code2
LViT: Language meets Vision Transformer in Medical Image SegmentationCode2
Delving into Inter-Image Invariance for Unsupervised Visual RepresentationsCode2
FixMatch: Simplifying Semi-Supervised Learning with Consistency and ConfidenceCode2
FixMatch: Simplifying Semi-Supervised Learning with Consistency and ConfidenceCode2
RefAV: Towards Planning-Centric Scenario MiningCode1
A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised LearningCode1
Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage MappingCode1
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReIDCode1
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixupCode1
Learning Class Prototypes for Unified Sparse Supervised 3D Object DetectionCode1
Enhancing Close-up Novel View Synthesis via Pseudo-labelingCode1
Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-MismatchCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
Revisiting semi-supervised learning in the era of foundation modelsCode1
SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic PromptsCode1
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal ClassificationCode1
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIPCode1
MetaOcc: Surround-View 4D Radar and Camera Fusion Framework for 3D Occupancy Prediction with Dual Training StrategiesCode1
Training-Free Zero-Shot Temporal Action Detection with Vision-Language ModelsCode1
Multispectral Pedestrian Detection with Sparsely Annotated LabelCode1
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image SegmentationCode1
Bridging the Gap for Test-Time Multimodal Sentiment AnalysisCode1
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic SegmentationCode1
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote SensingCode1
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text RecognitionCode1
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image SegmentationCode1
SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidanceCode1
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution AlignmentCode1
Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label GenerationCode1
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