LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Aug 2, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Domain Adaptation via Maximizing Surrogate Mutual Information Oct 23, 2021 Domain Adaptation Transfer Learning
Code Code Available 5 Low-Rank Subspace Override for Unsupervised Domain Adaptation Jul 2, 2019 Descriptive Domain Adaptation
Code Code Available 5 Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition Jul 10, 2022 Activity Recognition Contrastive Learning
Code Code Available 5 Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
Code Code Available 5 Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available 5 Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Jul 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Jul 17, 2022 Action Recognition Domain Adaptation
Code Code Available 5 Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 Learning from a Complementary-label Source Domain: Theory and Algorithms Aug 4, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Sep 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available 5 HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Mar 10, 2025 Autonomous Driving Domain Adaptation
Code Code Available 5 A3: Active Adversarial Alignment for Source-Free Domain Adaptation Sep 27, 2024 Active Learning Domain Adaptation
Code Code Available 5 Learning Semantic Representations for Unsupervised Domain Adaptation Jul 1, 2018 Domain Adaptation Learning Semantic Representations
Code Code Available 5 Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation May 17, 2021 Brain Tumor Segmentation Domain Adaptation
Code Code Available 5 Transferable Normalization: Towards Improving Transferability of Deep Neural Networks Dec 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Homeomorphism Alignment for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Oct 18, 2018 Domain Adaptation Pseudo Label
Code Code Available 5 KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available 5 Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available 5 Domain Adaptation for Object Detection using SE Adaptors and Center Loss May 25, 2022 Domain Adaptation object-detection
Code Code Available 5 Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation Mar 19, 2024 Domain Adaptation Object
Code Code Available 5 CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Oct 16, 2019 Decoder Diversity
Code Code Available 5 Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Nov 8, 2024 Decoder Domain Adaptation
Code Code Available 5 Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
Code Code Available 5 UDALM: Unsupervised Domain Adaptation through Language Modeling Apr 14, 2021 Domain Adaptation Language Modeling
Code Code Available 5 Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding Jun 1, 2021 Domain Adaptation Sentiment Analysis
Code Code Available 5 Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Mar 20, 2020 Domain Adaptation Self-Learning
Code Code Available 5 Certainty Volume Prediction for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Prediction
Code Code Available 5 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Oct 9, 2022 3D Reconstruction Domain Adaptation
Code Code Available 5 Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmap Jul 19, 2021 Cell Detection Domain Adaptation
Code Code Available 5 Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Mar 25, 2019 Domain Adaptation domain classification
Code Code Available 5 Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Jul 17, 2020 Benchmarking Disentanglement
Code Code Available 5 Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation May 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available 5 CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sep 8, 2019 Domain Adaptation domain classification
Code Code Available 5 Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation Jun 26, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection Jun 21, 2021 Benchmarking Domain Adaptation
Code Code Available 5 Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Mar 22, 2024 Domain Adaptation Pseudo Label
Code Code Available 5 Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Mar 20, 2023 Diversity Domain Adaptation
Code Code Available 5 BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption Sep 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation Mar 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available 5 Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available 5 Aggregating From Multiple Target-Shifted Sources May 9, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation Apr 19, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 