Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
Code Code Available 5 Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation Domain Generalization
Code Code Available 5 FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation Dec 31, 2020 Autonomous Vehicles Diversity
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 Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation Jul 14, 2025 Domain Adaptation Federated Learning
Code Code Available 5 FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems Jul 1, 2022 Domain Adaptation Fairness
Code Code Available 5 Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Jul 31, 2022 Domain Adaptation
Code Code Available 5 Enhancing Egocentric 3D Pose Estimation with Third Person Views Jan 6, 2022 3D Pose Estimation Domain Adaptation
Code Code Available 5 Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics Mar 25, 2023 Domain Adaptation Fairness
Code Code Available 5 CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes Feb 16, 2024 Domain Adaptation object-detection
Code Code Available 5 Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Jun 20, 2024 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available 5 FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator Oct 4, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Fact Checking Beyond Training Set Mar 27, 2024 Domain Adaptation Fact Checking
Code Code Available 5 Approximating a Target Distribution using Weight Queries Jun 24, 2020 Domain Adaptation Multi-Armed Bandits
Code Code Available 5 Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling Mar 24, 2024 Active Learning Domain Adaptation
Code Code Available 5 FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available 5 Minimum Class Confusion for Versatile Domain Adaptation Dec 8, 2019 Domain Adaptation Inductive Bias
Code Code Available 5 Domain Alignment Meets Fully Test-Time Adaptation Jul 9, 2022 Domain Adaptation Test-time Adaptation
Code Code Available 5 Extracting Relationships by Multi-Domain Matching Dec 1, 2018 Domain Adaptation Time Series
Code Code Available 5 Domain Agnostic Real-Valued Specificity Prediction Nov 13, 2018 Dialogue Generation Domain Adaptation
Code Code Available 5 COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Aug 21, 2023 Domain Adaptation Few-Shot Learning
Code Code Available 5 Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples May 16, 2018 Domain Adaptation
Code Code Available 5 Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 FAA-CLIP: Federated Adversarial Adaptation of CLIP Feb 26, 2025 Domain Adaptation Federated Learning
Code Code Available 5 Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Apr 16, 2018 Domain Adaptation Grammatical Error Correction
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 Exploring Object Relation in Mean Teacher for Cross-Domain Detection Apr 25, 2019 Domain Adaptation Relation
Code Code Available 5 Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available 5 Lightweight Client-Side Chinese/Japanese Morphological Analyzer Based on Online Learning Aug 1, 2014 Domain Adaptation Morphological Analysis
Code Code Available 5 Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization Jun 17, 2025 Computational Efficiency Denoising
Code Code Available 5 LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Feb 7, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Domain-Adversarial Neural Networks Dec 15, 2014 Denoising Domain Adaptation
Code Code Available 5 Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Sep 4, 2019 Acoustic Scene Classification BIG-bench Machine Learning
Code Code Available 5 CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Jan 26, 2024 Domain Adaptation Pseudo Label
Code Code Available 5 Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation Jul 6, 2019 Benchmarking Domain Adaptation
Code Code Available 5 Exploiting Semantic Localization in Highly Dynamic Wireless Networks Using Deep Homoscedastic Domain Adaptation Oct 11, 2023 Domain Adaptation Representation Learning
Code Code Available 5 Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation Dec 29, 2024 Domain Adaptation Pose Estimation
Code Code Available 5 Example-based Hypernetworks for Out-of-Distribution Generalization Mar 27, 2022 Decoder Domain Adaptation
Code Code Available 5 CMD: Constraining Multimodal Distribution for Domain Adaptation in Stereo Matching Apr 30, 2025 Domain Adaptation Stereo Matching
Code Code Available 5 Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution May 1, 2018 Authorship Attribution Domain Adaptation
Code Code Available 5 Domain Adaptive Text Style Transfer Aug 25, 2019 Domain Adaptation Style Transfer
Code Code Available 5 Estimating Conditional Average Treatment Effects with Missing Treatment Information Mar 2, 2022 Domain Adaptation
Code Code Available 5 EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Jul 24, 2024 Domain Adaptation Fault Diagnosis
Code Code Available 5 Event Detection and Domain Adaptation with Convolutional Neural Networks Jul 1, 2015 Domain Adaptation Event Detection
Code Code Available 5 Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Oct 11, 2021 Domain Adaptation Semantic Segmentation
Code Code Available 5 M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available 5 Evaluating Tokenizers Impact on OOVs Representation with Transformers Models Jun 1, 2022 Anatomy Domain Adaptation
Code Code Available 5 EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Jul 31, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 