Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Jul 23, 2024 Domain Adaptation object-detection
Code Code Available 5 Dynamic Instance Domain Adaptation Mar 9, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Apr 1, 2022 Change Detection Change detection for remote sensing images
Code Code Available 5 Few-shot Image Generation via Adaptation-Aware Kernel Modulation Oct 29, 2022 10-shot image generation Domain Adaptation
Code Code Available 5 Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 Few-Shot Domain Adaptation with Polymorphic Transformers Jul 10, 2021 Domain Adaptation Segmentation
Code Code Available 5 D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available 5 S^3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Sep 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available 5 EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition Mar 27, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available 5 Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation Nov 17, 2023 3D Human Pose Estimation Data Augmentation
Code Code Available 5 Efficient Hierarchical Domain Adaptation for Pretrained Language Models Dec 16, 2021 Domain Adaptation Language Modeling
Code Code Available 5 ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available 5 Efficient Nearest Neighbor Language Models Sep 9, 2021 Domain Adaptation Language Modeling
Code Code Available 5 SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles Nov 22, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available 5 Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available 5 Scalable Infomin Learning Feb 21, 2023 Domain Adaptation Fairness
Code Code Available 5 CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Dec 1, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation Mar 23, 2020 Domain Adaptation Handwriting generation
Code Code Available 5 Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition Aug 4, 2023 Cross-corpus Domain Adaptation
Code Code Available 5 SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Nov 9, 2020 Autonomous Driving Depth Estimation
Code Code Available 5 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Dec 3, 2023 Domain Adaptation Image Enhancement
Code Code Available 5 Self domain adapted network Jul 7, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Self-ensembling for visual domain adaptation Jun 16, 2017 Domain Adaptation
Code Code Available 5 CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding May 23, 2021 document understanding Domain Adaptation
Code Code Available 5 Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Jun 4, 2020 Clustering Contrastive Learning
Code Code Available 5 Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identification Nov 27, 2020 Diversity Domain Adaptation
Code Code Available 5 Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Apr 30, 2021 Data Augmentation Domain Adaptation
Code Code Available 5 A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation Jun 15, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available 5 CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection Aug 30, 2021 Domain Adaptation Generative Adversarial Network
Code Code Available 5 Adjustment and Alignment for Unbiased Open Set Domain Adaptation Jan 1, 2023 Domain Adaptation Model Optimization
Code Code Available 5 Entropy Minimization vs. Diversity Maximization for Domain Adaptation Feb 5, 2020 Diversity Domain Adaptation
Code Code Available 5 Era Splitting: Invariant Learning for Decision Trees Sep 25, 2023 Domain Adaptation
Code Code Available 5 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector Aug 19, 2020 Domain Adaptation
Code Code Available 5 Semantic Concentration for Domain Adaptation Aug 12, 2021 Domain Adaptation Transfer Learning
Code Code Available 5 Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Jul 6, 2020 Domain Adaptation Model Selection
Code Code Available 5 Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation Mar 27, 2025 Domain Adaptation Open Vocabulary Semantic Segmentation
Code Code Available 5 Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available 5 Semantic Self-adaptation: Enhancing Generalization with a Single Sample Aug 10, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation Jun 28, 2020 Collaborative Filtering Domain Adaptation
Code Code Available 5 Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Jul 17, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 