A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Sep 5, 2018 Domain Adaptation Translation
Code Code Available Mapping conditional distributions for domain adaptation under generalized target shift Oct 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Jul 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification Apr 26, 2018 Classification Cross-Domain Text Classification
Code Code Available Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Apr 20, 2021 Domain Adaptation Segmentation
Code Code Available UFDA: Universal Federated Domain Adaptation with Practical Assumptions Nov 27, 2023 Domain Adaptation
Code Code Available Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity May 5, 2022 Domain Adaptation Representation Learning
Code Code Available CLANet: A Comprehensive Framework for Cross-Batch Cell Line Identification Using Brightfield Images Jun 28, 2023 Domain Adaptation Multiple Instance Learning
Code Code Available Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic Segmentation Dec 22, 2024 Domain Adaptation Segmentation
Code Code Available MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Mar 1, 2024 3D geometry Domain Adaptation
Code Code Available VoloGAN: Adversarial Domain Adaptation for Synthetic Depth Data Jul 19, 2022 3D Reconstruction Domain Adaptation
Code Code Available Target contrastive pessimistic risk for robust domain adaptation Jun 25, 2017 Domain Adaptation Selection bias
Code Code Available Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning Jan 26, 2024 Domain Adaptation Language Modelling
Code Code Available Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation on Reading Comprehension Nov 13, 2019 Domain Adaptation Reading Comprehension
Code Code Available Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Jan 1, 2023 Domain Adaptation object-detection
Code Code Available Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery Apr 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction Jul 21, 2023 Domain Adaptation Material Segmentation
Code Code Available Robust Ensembling Network for Unsupervised Domain Adaptation Aug 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Aug 11, 2019 Domain Adaptation Multi-Task Learning
Code Code Available Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Jul 17, 2020 Benchmarking Disentanglement
Code Code Available Adapting Pretrained Language Models for Solving Tabular Prediction Problems in the Electronic Health Record Mar 27, 2023 Descriptive Domain Adaptation
Code Code Available Maximum Bayes Smatch Ensemble Distillation for AMR Parsing Dec 14, 2021 AMR Parsing Data Augmentation
Code Code Available Harnessing Out-Of-Distribution Examples via Augmenting Content and Style Jul 7, 2022 Data Augmentation Disentanglement
Code Code Available Hard Class Rectification for Domain Adaptation Aug 8, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available MCDAL: Maximum Classifier Discrepancy for Active Learning Jul 23, 2021 Active Learning Classification
Code Code Available MC-PanDA: Mask Confidence for Panoptic Domain Adaptation Jul 19, 2024 Domain Adaptation Panoptic Segmentation
Code Code Available Chunk-based Nearest Neighbor Machine Translation May 24, 2022 Domain Adaptation Language Modeling
Code Code Available Texture and Noise Dual Adaptation for Infrared Image Super-Resolution Nov 15, 2023 Domain Adaptation Image Super-Resolution
Code Code Available Guided Alignment Training for Topic-Aware Neural Machine Translation Jul 6, 2016 Decoder Domain Adaptation
Code Code Available MDT3D: Multi-Dataset Training for LiDAR 3D Object Detection Generalization Aug 2, 2023 3D Object Detection Domain Adaptation
Code Code Available A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation Jun 14, 2024 Data Augmentation Dialogue Generation
Code Code Available CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Oct 16, 2019 Decoder Diversity
Code Code Available Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Mar 26, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Apr 21, 2020 Domain Adaptation Object Categorization
Code Code Available DLOW: Domain Flow for Adaptation and Generalization Dec 13, 2018 Domain Adaptation Semantic Segmentation
Code Code Available Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding Nov 28, 2022 Contrastive Learning Decision Making
Code Code Available Robust Place Categorization with Deep Domain Generalization May 30, 2018 Domain Adaptation Domain Generalization
Code Code Available GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization May 7, 2024 Domain Adaptation Text Summarization
Code Code Available Certainty Volume Prediction for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Prediction
Code Code Available Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations Apr 1, 2022 Domain Adaptation Meta-Learning
Code Code Available Memory-aware curriculum federated learning for breast cancer classification Jul 6, 2021 Breast Cancer Detection Cancer Classification
Code Code Available Robust Target Training for Multi-Source Domain Adaptation Oct 4, 2022 Domain Adaptation
Code Code Available Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Jul 19, 2024 Domain Adaptation Out-of-Distribution Detection
Code Code Available Augmenting Knowledge Transfer across Graphs Dec 9, 2022 Domain Adaptation Transfer Learning
Code Code Available MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Fine-Grained Visual Recognition
Code Code Available Mention Annotations Alone Enable Efficient Domain Adaptation for Coreference Resolution Oct 14, 2022 coreference-resolution Coreference Resolution
Code Code Available 