conftrace_

consistency learning

30 papers

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Also known as

CL

Co-occurring keywords

semi-supervised learning (2341) medical image segmentation (351) pseudo labeling (312) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) semi-supervised object detection (33) cross-entropy loss (151) uncertainty estimation (648) semi-supervised domain adaptation (23)

Papers

Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation AAAI 2026
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025
Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025
Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection AAAI 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation CVPR 2025
Consistent Discourse-level Temporal Relation Extraction Using Large Language Models EMNLP 2025
Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025
Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025
CarPlanner: Consistent Auto-regressive Trajectory Planning for Large-Scale Reinforcement Learning in Autonomous Driving CVPR 2025
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification NIPS 2024
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection AISTATS 2024
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation CVPR 2024
Pinpointing Diffusion Grid Noise to Enhance Aspect Sentiment Quad Prediction ACL 2024
Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024
Prompt Perturbation Consistency Learning for Robust Language Models EACL 2024
Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning CVPR 2023
TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023
Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning EMNLP 2023
Consistency is Key: On Data-Efficient Modality Transfer in Speech Translation EMNLP 2023
RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023
Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023
Semantic-Enhanced Image Clustering AAAI 2023
Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection CVPR 2022
Semi-Supervised Object Detection via Multi-Instance Alignment With Global Class Prototypes CVPR 2022