Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift Jan 22, 2020 Domain Adaptation General Classification
Code Code Available Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Mar 7, 2019 Domain Adaptation General Classification
Code Code Available Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available Unsupervised JPEG Domain Adaptation for Practical Digital Image Forensics Dec 9, 2021 Domain Adaptation Image Forensics
Code Code Available The Representation Jensen-Shannon Divergence May 25, 2023 Domain Adaptation Two-sample testing
Code Code Available Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Mar 20, 2023 Diversity Domain Adaptation
Code Code Available Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Mar 22, 2024 Domain Adaptation Pseudo Label
Code Code Available Implicit Semantic Response Alignment for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Nov 19, 2017 Domain Adaptation Generative Adversarial Network
Code Code Available Homeomorphism Alignment for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available PIG: Prompt Images Guidance for Night-Time Scene Parsing Jun 15, 2024 Data Augmentation Domain Adaptation
Code Code Available HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis Jul 23, 2021 Diagnostic Domain Adaptation
Code Code Available Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation May 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available The Role of Embedding Complexity in Domain-invariant Representations Oct 13, 2019 Domain Adaptation Sensitivity
Code Code Available HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Mar 10, 2025 Autonomous Driving Domain Adaptation
Code Code Available Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Oct 13, 2021 Autonomous Driving Depth Estimation
Code Code Available Hierarchical Optimal Transport for Unsupervised Domain Adaptation Dec 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Hard Class Rectification for Domain Adaptation Aug 8, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Gradual Domain Adaptation without Indexed Intermediate Domains Jul 11, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting May 28, 2025 Crowd Counting Domain Adaptation
Code Code Available The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Aug 17, 2023 Action Recognition Domain Adaptation
Code Code Available Gradual Domain Adaptation via Normalizing Flows Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Political corpus creation through automatic speech recognition on EU debates Apr 17, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Mar 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jul 5, 2020 Domain Adaptation Relation
Code Code Available Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Oct 14, 2022 Clustering Domain Adaptation
Code Code Available Vicinal and categorical domain adaptation Mar 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation via Calibrating Uncertainties Jul 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation Nov 22, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Aug 26, 2019 Domain Adaptation Segmentation
Code Code Available Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
Code Code Available Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition Jun 26, 2025 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts Sep 20, 2024 Domain Adaptation Keyphrase Generation
Code Code Available Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates Apr 16, 2023 Domain Adaptation Earth Observation
Code Code Available Privacy-Preserving Adaptive Re-Identification without Image Transfer Jul 17, 2024 Domain Adaptation Privacy Preserving
Code Code Available Domain Adaptation for the Segmentation of Confidential Medical Images Jan 2, 2021 Domain Adaptation Image Segmentation
Code Code Available Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data Nov 26, 2024 Domain Adaptation Gaussian Processes
Code Code Available Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation Jun 1, 2019 Domain Adaptation Model Selection
Code Code Available Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images Apr 8, 2024 Contrastive Learning Decoder
Code Code Available GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning Oct 26, 2021 Acoustic Scene Classification Disentanglement
Code Code Available Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation Jan 1, 2023 Adversarial Robustness Data Augmentation
Code Code Available Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments Mar 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Generative Pseudo-label Refinement for Unsupervised Domain Adaptation Jan 9, 2020 Domain Adaptation Pseudo Label
Code Code Available Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation Apr 16, 2025 Domain Adaptation Pseudo Label
Code Code Available Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation Feb 20, 2025 Domain Adaptation Transfer Learning
Code Code Available Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Sep 9, 2021 Contrastive Learning Domain Adaptation
Code Code Available 