Domain Adaptation for Time Series Under Feature and Label Shifts Feb 6, 2023 Domain Adaptation Time Series
Code Code Available Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Mar 31, 2023 Domain Adaptation Image Super-Resolution
Code Code Available Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Jun 18, 2021 Contrastive Learning Domain Adaptation
Code Code Available Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Sep 19, 2021 Denoising Domain Adaptation
Code Code Available SPA: A Graph Spectral Alignment Perspective for Domain Adaptation Oct 26, 2023 Domain Adaptation Single Particle Analysis
Code Code Available Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination Dec 27, 2022 Domain Adaptation Navigate
Code Code Available Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning May 13, 2020 Domain Adaptation Segmentation
Code Code Available ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection Mar 9, 2021 3D Object Detection Data Augmentation
Code Code Available Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Jun 10, 2024 Denoising Domain Adaptation
Code Code Available Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition Oct 13, 2024 Domain Adaptation Optical Character Recognition (OCR)
Code Code Available Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Mar 14, 2020 Domain Adaptation Person Re-Identification
Code Code Available Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
Code Code Available Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Feb 3, 2020 Classification Domain Adaptation
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Mar 30, 2023 Domain Adaptation Memorization
Code Code Available Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation Oct 20, 2020 COVID-19 Diagnosis Domain Adaptation
Code Code Available Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis Jun 17, 2021 Diagnostic Domain Adaptation
Code Code Available Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild Sep 3, 2020 Adversarial Text Domain Adaptation
Code Code Available Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available Enhancing Domain Adaptation through Prompt Gradient Alignment Jun 13, 2024 Domain Adaptation Language Modeling
Code Code Available Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Aug 23, 2022 Data Augmentation Domain Adaptation
Code Code Available ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Jun 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors Jan 5, 2022 Autonomous Navigation Diversity
Code Code Available Cycle Self-Training for Domain Adaptation Mar 5, 2021 Domain Adaptation Sentiment Analysis
Code Code Available Cycle-StarNet: Bridging the gap between theory and data by leveraging large datasets Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Oct 17, 2023 Domain Adaptation Domain Generalization
Code Code Available Towards Online Domain Adaptive Object Detection Apr 11, 2022 Domain Adaptation Object
Code Code Available DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Apr 17, 2024 Anomaly Detection Contrastive Learning
Code Code Available DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds Jan 1, 2021 Domain Adaptation Point Cloud Classification
Code Code Available Domain Adaptive Faster R-CNN for Object Detection in the Wild Mar 8, 2018 Domain Adaptation Object
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available Domain Adaptation with Adversarial Training on Penultimate Activations Aug 26, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Jul 30, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Nov 29, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Oct 17, 2021 Domain Adaptation Pseudo Label
Code Code Available UADA3D: Unsupervised Adversarial Domain Adaptation for 3D Object Detection with Sparse LiDAR and Large Domain Gaps Mar 26, 2024 3D Object Detection Autonomous Driving
Code Code Available Safe Self-Refinement for Transformer-based Domain Adaptation Apr 16, 2022 Domain Adaptation Transfer Learning
Code Code Available DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Mar 23, 2023 Domain Adaptation regression
Code Code Available DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Jan 1, 2023 Domain Adaptation regression
Code Code Available Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Dec 1, 2021 Domain Adaptation Representation Learning
Code Code Available Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Apr 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Understanding Self-Training for Gradual Domain Adaptation Feb 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available What is the Added Value of UDA in the VFM Era? Apr 25, 2025 Autonomous Driving Domain Adaptation
Code Code Available 