M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning Jul 6, 2018 Domain Adaptation Metric Learning
Code Code Available 5 Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Oct 11, 2021 Domain Adaptation Semantic Segmentation
Code Code Available 5 Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
Code Code Available 5 A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available 5 Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available 5 Multi-Source Domain Adaptation with Mixture of Experts Sep 7, 2018 Domain Adaptation Mixture-of-Experts
Code Code Available 5 Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Jul 17, 2022 Action Recognition Domain Adaptation
Code Code Available 5 Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets Nov 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Mar 24, 2019 Clustering Domain Adaptation
Code Code Available 5 Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement May 25, 2023 3D Reconstruction Disentanglement
Code Code Available 5 Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available 5 Learning from a Complementary-label Source Domain: Theory and Algorithms Aug 4, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 Co-Teaching for Unsupervised Domain Adaptation and Expansion Apr 4, 2022 Domain Adaptation image-classification
Code Code Available 5 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Mar 10, 2019 Domain Adaptation General Classification
Code Code Available 5 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available 5 Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available 5 Domain Adaptation with Cauchy-Schwarz Divergence May 30, 2024 Domain Adaptation Multi-class Classification
Code Code Available 5 KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available 5 AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available 5 Learning Semantic Representations for Unsupervised Domain Adaptation Jul 1, 2018 Domain Adaptation Learning Semantic Representations
Code Code Available 5 Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Feb 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Domain Adaptation via Maximizing Surrogate Mutual Information Oct 23, 2021 Domain Adaptation Transfer Learning
Code Code Available 5 