Domain Adaptation as a Problem of Inference on Graphical Models Feb 9, 2020 Bayesian Inference Domain Adaptation
Code Code Available DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Jul 20, 2022 Domain Adaptation Segmentation
Code Code Available Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher Sep 26, 2023 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation Aug 16, 2021 Domain Adaptation Segmentation
Code Code Available Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Sep 14, 2021 Domain Adaptation Machine Translation
Code Code Available One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Mar 31, 2023 Data Augmentation Domain Adaptation
Code Code Available Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Dec 1, 2021 Domain Adaptation Representation Learning
Code Code Available On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available Parameter-Efficient Person Re-identification in the 3D Space Jun 8, 2020 3D geometry 3D Point Cloud Classification
Code Code Available Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Nov 14, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Jun 15, 2023 Contrastive Learning Domain Adaptation
Code Code Available Prior Knowledge Guided Unsupervised Domain Adaptation Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Apr 25, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection Apr 2, 2024 Domain Adaptation object-detection
Code Code Available Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
Code Code Available Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
Code Code Available Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
Code Code Available PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation Jul 18, 2020 Domain Adaptation Generative Adversarial Network
Code Code Available BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Dec 1, 2018 Domain Adaptation Face Recognition
Code Code Available Federated Adversarial Debiasing for Fair and Transferable Representations Aug 14, 2021 Domain Adaptation Federated Learning
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction Sep 1, 2021 Aspect Extraction Domain Adaptation
Code Code Available Divide and Adapt: Active Domain Adaptation via Customized Learning Jul 21, 2023 Active Learning Domain Adaptation
Code Code Available Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Apr 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments Nov 27, 2020 Autonomous Vehicles Domain Adaptation
Code Code Available SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles Nov 22, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Oct 4, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Jun 4, 2020 Clustering Contrastive Learning
Code Code Available Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection Aug 20, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
Code Code Available Rescaling Egocentric Vision Jun 23, 2020 Action Anticipation Action Detection
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