A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available 5 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available 5 Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset Jun 19, 2024 Active Learning Domain Adaptation
Code Code Available 5 ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Nov 30, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 5 Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available 5 ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available 5 A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Sep 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available 5 ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Sep 7, 2023 Articles Contrastive Learning
Code Code Available 5 Conditional Adversarial Domain Adaptation May 26, 2017 Domain Adaptation General Classification
Code Code Available 5 Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Aug 28, 2023 Domain Adaptation Point Cloud Completion
Code Code Available 5 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation Domain Adaptation
Code Code Available 5 Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Condition-Invariant Semantic Segmentation May 27, 2023 Domain Adaptation Segmentation
Code Code Available 5 CoNMix for Source-free Single and Multi-target Domain Adaptation Nov 7, 2022 Domain Adaptation Knowledge Distillation
Code Code Available 5 AnyStar: Domain randomized universal star-convex 3D instance segmentation Jul 13, 2023 3D Instance Segmentation Domain Adaptation
Code Code Available 5 An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Jul 5, 2020 Diagnostic Domain Adaptation
Code Code Available 5 Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Sep 17, 2020 Domain Adaptation General Classification
Code Code Available 5 A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance Jul 14, 2022 Arrhythmia Detection Dictionary Learning
Code Code Available 5 Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available 5 CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training Jun 15, 2024 Domain Adaptation Language Modeling
Code Code Available 5 CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Mar 26, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available 5 Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Jul 20, 2022 3D Action Recognition Action Recognition
Code Code Available 5 CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Nov 3, 2020 Domain Adaptation Few-Shot Learning
Code Code Available 5 DANE: Domain Adaptive Network Embedding Jun 3, 2019 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available 5 Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? Nov 17, 2019 Data Summarization Domain Adaptation
Code Code Available 5 CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking Dec 14, 2020 Active Learning Contrastive Learning
Code Code Available 5 Collaborative Perception Datasets for Autonomous Driving: A Review Apr 17, 2025 Autonomous Driving Domain Adaptation
Code Code Available 5 Domain Adaptation with Auxiliary Target Domain-Oriented Classifier Jul 8, 2020 Domain Adaptation Transfer Learning
Code Code Available 5 Anatomy-guided domain adaptation for 3D in-bed human pose estimation Nov 22, 2022 3D Human Pose Estimation Anatomy
Code Code Available 5 ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Jul 9, 2021 Automatic Sleep Stage Classification Domain Adaptation
Code Code Available 5 Cloud Object Detector Adaptation by Integrating Different Source Knowledge Dec 10, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 Improving Mini-batch Optimal Transport via Partial Transportation Aug 22, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation Jul 14, 2022 Decoder Domain Adaptation
Code Code Available 5 CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Jul 29, 2023 Domain Adaptation Segmentation
Code Code Available 5 Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Apr 1, 2022 Change Detection Change detection for remote sensing images
Code Code Available 5 Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Apr 14, 2021 Anatomy Diagnostic
Code Code Available 5 Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available 5 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Jun 22, 2020 Domain Adaptation
Code Code Available 5 Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available 5 If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available 5 Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather May 18, 2025 Autonomous Driving Depth Estimation
Code Code Available 5 