Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Apr 9, 2022 Domain Adaptation
Code Code Available 5 Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension Nov 1, 2019 Domain Adaptation Reading Comprehension
Code Code Available 5 Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance Dec 7, 2023 Domain Adaptation Knowledge Distillation
Code Code Available 5 Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Apr 17, 2025 Data Augmentation Diversity
Code Code Available 5 First U-Net Layers Contain More Domain Specific Information Than The Last Ones Aug 17, 2020 Diversity 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 Fisher Deep Domain Adaptation Mar 12, 2020 Domain Adaptation
Code Code Available 5 The challenges of temporal alignment on Twitter during crises Apr 17, 2021 Domain Adaptation
Code Code Available 5 Few-shot Image Generation with Diffusion Models Nov 7, 2022 Denoising Diversity
Code Code Available 5 Improving Both Domain Robustness and Domain Adaptability in Machine Translation Dec 15, 2021 Domain Adaptation Machine Translation
Code Code Available 5 Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Oct 5, 2020 Domain Adaptation named-entity-recognition
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 Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available 5 Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Apr 3, 2023 All Domain Adaptation
Code Code Available 5 ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks Jul 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available 5 Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation Nov 1, 2019 Data Augmentation Diversity
Code Code Available 5 Improving Rumor Detection by Class-based Adversarial Domain Adaptation Oct 1, 2023 Domain Adaptation Event Detection
Code Code Available 5 Domain Impression: A Source Data Free Domain Adaptation Method Feb 17, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Efficient Cluster-Based k-Nearest-Neighbor Machine Translation Apr 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Consensus Focus for Object Detection and minority classes Jan 10, 2024 Domain Adaptation Long-tailed Object Detection
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 Few-shot Hybrid Domain Adaptation of Image Generators Oct 30, 2023 Domain Adaptation Semantic Similarity
Code Code Available 5 Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available 5 Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning Oct 18, 2021 Diagnostic 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 Adversarial Domain Adaptation with Domain Mixup Dec 4, 2019 Domain Adaptation
Code Code Available 5 ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection Dec 17, 2020 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 Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Domain Generalization of 3D Object Detection by Density-Resampling Nov 17, 2023 3D Object Detection Data Augmentation
Code Code Available 5 Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning Oct 1, 2022 Contrastive Learning Cross-Domain Text Classification
Code Code Available 5 Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting Feb 10, 2023 Domain Adaptation Federated Learning
Code Code Available 5 FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Oct 16, 2019 Classification Domain Adaptation
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 FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems Jul 1, 2022 Domain Adaptation Fairness
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 FADE: Forecasting for Anomaly Detection on ECG Feb 11, 2025 Anomaly Detection Domain Adaptation
Code Code Available 5 Fact Checking Beyond Training Set Mar 27, 2024 Domain Adaptation Fact Checking
Code Code Available 5 FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available 5 Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Apr 27, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 FAA-CLIP: Federated Adversarial Adaptation of CLIP Feb 26, 2025 Domain Adaptation Federated Learning
Code Code Available 5 Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Aug 19, 2017 Domain Adaptation Information Retrieval
Code Code Available 5 Domain Differential Adaptation for Neural Machine Translation Oct 7, 2019 Domain Adaptation Machine Translation
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 Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples May 16, 2018 Domain Adaptation
Code Code Available 5 Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available 5 Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation May 18, 2021 Autonomous Driving Disentanglement
Code Code Available 5 Extracting Relationships by Multi-Domain Matching Dec 1, 2018 Domain Adaptation Time Series
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 Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Jul 31, 2022 Domain Adaptation
Code Code Available 5 