EIANet: A Novel Domain Adaptation Approach to Maximize Class Distinction with Neural Collapse Principles Jul 23, 2024 Domain Adaptation Fine-Grained Visual Categorization
Code Code Available 5 Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Feb 28, 2018 3D geometry All
Code Code Available 5 Few-shot Hybrid Domain Adaptation of Image Generators Oct 30, 2023 Domain Adaptation Semantic Similarity
Code Code Available 5 Few-shot Image Generation with Diffusion Models Nov 7, 2022 Denoising Diversity
Code Code Available 5 FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition Feb 1, 2021 Active Learning Brain Computer Interface
Code Code Available 5 A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation Jun 22, 2021 Domain Adaptation Representation Learning
Code Code Available 5 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift May 30, 2022 Domain Adaptation domain classification
Code Code Available 5 FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Oct 16, 2019 Classification Domain Adaptation
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 Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation Domain Generalization
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 Contextual Parameter Generation for Universal Neural Machine Translation Aug 26, 2018 Decoder Domain Adaptation
Code Code Available 5 Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Aug 19, 2017 Domain Adaptation Information Retrieval
Code Code Available 5 Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Jul 31, 2022 Domain Adaptation
Code Code Available 5 Domain Differential Adaptation for Neural Machine Translation Oct 7, 2019 Domain Adaptation Machine Translation
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 MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Apr 4, 2023 Autonomous Driving Domain Adaptation
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 Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting Feb 10, 2023 Domain Adaptation Federated Learning
Code Code Available 5 Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning May 28, 2024 Domain Adaptation Instruction Following
Code Code Available 5 Adversarial Feature Augmentation for Unsupervised Domain Adaptation Nov 23, 2017 Data Augmentation Domain Adaptation
Code Code Available 5 Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection Nov 30, 2024 Domain Adaptation few-shot-ner
Code Code Available 5 Domain Consensus Clustering for Universal Domain Adaptation Jun 5, 2021 Clustering Domain Adaptation
Code Code Available 5 Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 FADE: Forecasting for Anomaly Detection on ECG Feb 11, 2025 Anomaly Detection Domain Adaptation
Code Code Available 5 A Study of Residual Adapters for Multi-Domain Neural Machine Translation Nov 1, 2020 Domain Adaptation Machine Translation
Code Code Available 5 Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective Mar 3, 2019 Autonomous Driving Domain Adaptation
Code Code Available 5 Domain-Conditioned Transformer for Fully Test-time Adaptation Oct 14, 2024 Domain Adaptation Test-time Adaptation
Code Code Available 5 Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation Mar 3, 2024 Contrastive Learning Domain Adaptation
Code Code Available 5 Domain Conditional Predictors for Domain Adaptation Jun 25, 2021 Domain Adaptation
Code Code Available 5 Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
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 LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification Jun 8, 2023 Domain Adaptation Multi-Task Learning
Code Code Available 5 FAA-CLIP: Federated Adversarial Adaptation of CLIP Feb 26, 2025 Domain Adaptation Federated Learning
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 Extracting Relationships by Multi-Domain Matching Dec 1, 2018 Domain Adaptation Time Series
Code Code Available 5 Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Jul 26, 2024 Active Learning Computational Efficiency
Code Code Available 5 Fact Checking Beyond Training Set Mar 27, 2024 Domain Adaptation Fact Checking
Code Code Available 5 Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation Nov 19, 2024 Domain Adaptation EEG
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 CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes Feb 16, 2024 Domain Adaptation object-detection
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 FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available 5 Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available 5 Approximating a Target Distribution using Weight Queries Jun 24, 2020 Domain Adaptation Multi-Armed Bandits
Code Code Available 5 Domain Alignment Meets Fully Test-Time Adaptation Jul 9, 2022 Domain Adaptation Test-time 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 Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training Aug 14, 2024 Domain Adaptation Image Augmentation
Code Code Available 5 Domain Agnostic Real-Valued Specificity Prediction Nov 13, 2018 Dialogue Generation Domain Adaptation
Code Code Available 5 