AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
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 Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation Aug 28, 2018 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 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 Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Jun 8, 2022 Attribute Classification
Code Code Available 5 Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration Dec 24, 2024 Data Augmentation 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 Kernel Manifold Alignment Apr 9, 2015 Computational Efficiency Domain Adaptation
Code Code Available 5 Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available 5 Investigating Generalization in Neural Networks under Optimally Evolved Training Perturbations Mar 14, 2020 Domain Adaptation
Code Code Available 5 Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation Apr 4, 2023 Domain Adaptation Generalization Bounds
Code Code Available 5 Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems Mar 12, 2024 Domain Adaptation Hallucination
Code Code Available 5 Interpreting Sentiment Composition with Latent Semantic Tree Aug 31, 2023 Classification Domain Adaptation
Code Code Available 5 Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Apr 3, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
Code Code Available 5 Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation Mar 27, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning Oct 6, 2021 Decoder 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 Interpretations of Domain Adaptations via Layer Variational Analysis Feb 3, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Jul 22, 2024 Domain Adaptation image-classification
Code Code Available 5 Learning representations that are closed-form Monge mapping optimal with application to domain adaptation May 12, 2023 Domain Adaptation Form
Code Code Available 5 Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework Jun 10, 2025 Domain Adaptation Intent Detection
Code Code Available 5 Beyond Deterministic Translation for Unsupervised Domain Adaptation Feb 15, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available 5 Instance Weighting for Neural Machine Translation Domain Adaptation Sep 1, 2017 Domain Adaptation Machine Translation
Code Code Available 5 A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available 5 Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Nov 26, 2022 Domain Adaptation Image Retrieval
Code Code Available 5 A3: Active Adversarial Alignment for Source-Free Domain Adaptation Sep 27, 2024 Active Learning Domain Adaptation
Code Code Available 5 Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
Code Code Available 5 Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Sep 25, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Data Centric Domain Adaptation for Historical Text with OCR Errors Jul 2, 2021 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 5 Data Augmentation with Atomic Templates for Spoken Language Understanding Aug 28, 2019 Data Augmentation Decoder
Code Code Available 5 In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Dec 8, 2020 Domain Adaptation Time Series
Code Code Available 5 Model Transferability With Responsive Decision Subjects Jul 13, 2021 BIG-bench Machine Learning 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 Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings Aug 1, 2019 Active Learning Domain Adaptation
Code Code Available 5 Benchmarking pre-trained text embedding models in aligning built asset information Nov 18, 2024 Asset Management Benchmarking
Code Code Available 5 Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Dec 28, 2020 Domain Adaptation Unsupervised 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 Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA Apr 7, 2020 Domain Adaptation named-entity-recognition
Code Code Available 5 Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings Feb 9, 2023 Domain Adaptation
Code Code Available 5 Improving Span Representation for Domain-adapted Coreference Resolution Sep 20, 2021 coreference-resolution Coreference Resolution
Code Code Available 5 A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements May 6, 2019 Domain Adaptation Imputation
Code Code Available 5 Improving the Generalization of Adversarial Training with Domain Adaptation Oct 1, 2018 Adversarial Attack Domain Adaptation
Code Code Available 5 Improving Rumor Detection by Class-based Adversarial Domain Adaptation Oct 1, 2023 Domain Adaptation Event Detection
Code Code Available 5 DARLA: Improving Zero-Shot Transfer in Reinforcement Learning Jul 26, 2017 Deep Reinforcement Learning Domain Adaptation
Code Code Available 5 Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns May 26, 2019 Domain Adaptation Recommendation Systems
Code Code Available 5 DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available 5 Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available 5 