conftrace_

consistency regularization

150 papers

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Also known as

CR

Co-occurring keywords

semi-supervised learning (2341) data augmentation (3052) pseudo labeling (312) semantic segmentation (3186) representation learning (6206) object detection (2762) domain adaptation (4595) contrastive learning (4032) medical image segmentation (351) text classification (6793)

Papers

Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026
BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance AAAI 2026
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification EMNLP 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
CRAAC: Consistency Regularised Active Learning with Automatic Corrections for Real-Life Road Image Annotations WACV 2025
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency ACL 2025
CGMatch: A Different Perspective of Semi-supervised Learning CVPR 2025
Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation NAACL 2025
SPACE: SPAtial-Aware Consistency rEgularization for Anomaly Detection in Industrial Applications WACV 2025
Style Quantization for Data-Efficient GAN Training CVPR 2025
Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025
FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025
Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation AAAI 2025
Debiased Distillation for Consistency Regularization AAAI 2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning AAAI 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
Top-one Recommendation with Anonymous User Behaviors (Student Abstract) AAAI 2025
Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025
Cross Image Feature Perturbation with Pseudo Label Fusion for Semi-Supervised Medical Image Segmentation WACV 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025
GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark NIPS 2024
SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024