Single-Shot Domain Adaptation via Target-Aware Generative Augmentation Oct 29, 2022 Attribute Domain Adaptation
Code Code Available ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Nov 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training Nov 30, 2022 Anatomy Computed Tomography (CT)
Code Code Available AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Feb 21, 2024 Density Ratio Estimation Domain Adaptation
Code Code Available Cross-Domain Continual Learning via CLAMP May 12, 2024 Continual Learning Domain Adaptation
Code Code Available Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification Aug 30, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Aug 18, 2024 Autonomous Driving Domain Adaptation
Code Code Available Cross-Domain Conditional Diffusion Models for Time Series Imputation Jun 14, 2025 Denoising Domain Adaptation
Code Code Available PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation Jul 11, 2019 Domain Adaptation Human Part Segmentation
Code Code Available 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 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Mar 10, 2019 Domain Adaptation General Classification
Code Code Available Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Apr 27, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations Mar 31, 2022 Domain Adaptation Language Modelling
Code Code Available Sliced Wasserstein Discrepancy in Disentangling Representation and Adaptation Networks for Unsupervised Domain Adaptation Apr 3, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals Mar 10, 2023 Brain Computer Interface Computational Efficiency
Code Code Available Slicing the Gaussian Mixture Wasserstein Distance Apr 11, 2025 Clustering Computational Efficiency
Code Code Available Slimmable Domain Adaptation Jun 14, 2022 Domain Adaptation Domain Generalization
Code Code Available Efficient Machine Translation Domain Adaptation Apr 26, 2022 Domain Adaptation Language Modeling
Code Code Available Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation Aug 23, 2023 Domain Adaptation Triplet
Code Code Available Towards Realistic Underwater Dataset Generation and Color Restoration Nov 27, 2022 Dataset Generation Domain Adaptation
Code Code Available Unsupervised Domain Adaptation by Uncertain Feature Alignment Sep 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Bootstrapping via Graph Propagation Jul 1, 2012 Domain Adaptation
Code Code Available ADA-Net: Attention-Guided Domain Adaptation Network with Contrastive Learning for Standing Dead Tree Segmentation Using Aerial Imagery Apr 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Constraining Star Formation Histories Dec 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Jun 10, 2022 Autonomous Driving Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency Dec 15, 2017 Domain Adaptation Keypoint Estimation
Code Code Available SMILE: Sequence-to-Sequence Domain Adaption with Minimizing Latent Entropy for Text Image Recognition Feb 24, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Jun 10, 2024 Domain Adaptation Machine Translation
Code Code Available Efficient Cluster-Based k-Nearest-Neighbor Machine Translation Apr 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available Supervised Domain Adaptation for Recognizing Retinal Diseases from Wide-Field Fundus Images May 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Oct 5, 2020 Domain Adaptation named-entity-recognition
Code Code Available Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation Dec 16, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Unsupervised Graph Association for Person Re-Identification Oct 1, 2019 Domain Adaptation Person Re-Identification
Code Code Available A Batch Normalization Classifier for Domain Adaptation Mar 22, 2021 Domain Adaptation
Code Code Available Parameter Transfer Extreme Learning Machine based on Projective Model Sep 4, 2018 Domain Adaptation feature selection
Code Code Available Effective Pseudo-Labeling based on Heatmap for Unsupervised Domain Adaptation in Cell Detection Mar 9, 2023 Cell Detection Domain Adaptation
Code Code Available Pareto Domain Adaptation Dec 8, 2021 Domain Adaptation image-classification
Code Code Available Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier Jan 1, 2023 All Contrastive Learning
Code Code Available Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Mar 19, 2022 Autonomous Vehicles Decoder
Code Code Available Unsupervised Domain Adaptation for Anatomical Landmark Detection Aug 25, 2023 Anatomical Landmark Detection Domain Adaptation
Code Code Available Boosting Domain Adaptation by Discovering Latent Domains May 3, 2018 Domain Adaptation
Code Code Available Soft Alignment Objectives for Robust Adaptation of Language Generation Nov 29, 2022 Domain Adaptation Machine Translation
Code Code Available Partial Adversarial Domain Adaptation Aug 10, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation Apr 4, 2023 Domain Adaptation Generalization Bounds
Code Code Available A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation Nov 5, 2021 Domain Adaptation
Code Code Available 