Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Apr 3, 2023 Contrastive Learning Domain Adaptation
Code Code Available LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Mar 25, 2023 Contrastive Learning Domain Adaptation
Code Code Available D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Jan 10, 2024 Classification Domain Adaptation
Code Code Available MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Mar 2, 2025 Denoising Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Residual Transfer Networks Feb 14, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Sep 3, 2023 Domain Adaptation Sensitivity
Code Code Available Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Nov 28, 2019 Adversarial Attack Domain Adaptation
Code Code Available LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Apr 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation May 1, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
Code Code Available Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Nov 28, 2017 Domain Adaptation General Classification
Code Code Available Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Apr 29, 2018 Domain Adaptation Transfer Learning
Code Code Available Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive Learning Oct 9, 2022 Contrastive Learning Domain Adaptation
Code Code Available Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Jul 8, 2019 Domain Adaptation Multi-target Domain Adaptation
Code Code Available CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection Jun 21, 2021 Benchmarking Domain Adaptation
Code Code Available AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Sep 22, 2018 3D Semantic Segmentation Domain Adaptation
Code Code Available CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sep 8, 2019 Domain Adaptation domain classification
Code Code Available SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation Dec 12, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Cross-sensor Pore Detection in High-resolution Fingerprint Images Aug 28, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available SSDA: Secure Source-Free Domain Adaptation Jan 1, 2023 Backdoor Attack Domain Adaptation
Code Code Available Learning Semantic Representations for Unsupervised Domain Adaptation Jul 1, 2018 Domain Adaptation Learning Semantic Representations
Code Code Available AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation Dec 17, 2022 Data Augmentation Domain Adaptation
Code Code Available Cross-Region Building Counting in Satellite Imagery using Counting Consistency Oct 26, 2021 Domain Adaptation Management
Code Code Available Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation May 17, 2021 Brain Tumor Segmentation Domain Adaptation
Code Code Available Moment Matching for Multi-Source Domain Adaptation Dec 4, 2018 Benchmarking Domain Adaptation
Code Code Available Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Jul 17, 2022 Action Recognition Domain Adaptation
Code Code Available Using Language Models to Improve Rule-based Linguistic Annotation of Modern Historical Japanese Corpora Oct 1, 2022 Dependency Parsing Domain Adaptation
Code Code Available Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Learning from a Complementary-label Source Domain: Theory and Algorithms Aug 4, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Jan 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment Aug 31, 2024 Domain Adaptation Image Quality Assessment
Code Code Available Towards Resolving Propensity Contradiction in Offline Recommender Learning Oct 16, 2019 Domain Adaptation Selection bias
Code Code Available STEM: An Approach to Multi-Source Domain Adaptation With Guarantees Jan 1, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Oct 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Dec 11, 2018 Domain Adaptation Segmentation
Code Code Available Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Nov 19, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available Cross-Domain NER using Cross-Domain Language Modeling Jul 1, 2019 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Aug 19, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation Apr 18, 2022 Deep Learning Domain Adaptation
Code Code Available Strong-Weak Distribution Alignment for Adaptive Object Detection Dec 12, 2018 Object object-detection
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