Dual Path Learning for Domain Adaptation of Semantic Segmentation Aug 13, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Learning Transferable Parameters for Unsupervised Domain Adaptation Aug 13, 2021 Domain Adaptation image-classification
Code Code Available DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange Aug 13, 2021 Domain Adaptation Segmentation
Code Code Available TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Aug 12, 2021 Domain Adaptation Transfer Learning
Code Code Available Semantic Concentration for Domain Adaptation Aug 12, 2021 Domain Adaptation Transfer Learning
Code Code Available Zero-Shot Day-Night Domain Adaptation with a Physics Prior Aug 11, 2021 Domain Adaptation Image Retrieval
Code Code Available Context-Aware Mixup for Domain Adaptive Semantic Segmentation Aug 8, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Source-Free Domain Adaptation for Image Segmentation Aug 6, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available Generalized Source-free Domain Adaptation Aug 3, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators Aug 2, 2021 Domain Adaptation Image Manipulation
Code Code Available Few-Shot Domain Adaptation For End-to-End Communication Aug 2, 2021 Decoder Domain Adaptation
Code Code Available Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation Aug 1, 2021 Domain Adaptation Time Series Forecasting
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 Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Jul 30, 2021 3D Semantic Segmentation Domain Adaptation
Code Code Available ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available Generalizing Gaze Estimation with Outlier-guided Collaborative Adaptation Jul 29, 2021 Domain Adaptation Gaze Estimation
Code Code Available Unsupervised Monocular Depth Estimation in Highly Complex Environments Jul 28, 2021 Depth Estimation Domain Adaptation
Code Code Available SimROD: A Simple Adaptation Method for Robust Object Detection Jul 28, 2021 Domain Adaptation Object
Code Code Available Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Jul 27, 2021 Decoder Domain Adaptation
Code Code Available Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation Jul 27, 2021 Clustering Deep Clustering
Code Code Available Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification Jul 26, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available Transferable Dialogue Systems and User Simulators Jul 25, 2021 Domain Adaptation Transfer Learning
Code Code Available Transporting Causal Mechanisms for Unsupervised Domain Adaptation Jul 23, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation Jul 23, 2021 Domain Adaptation Few-Shot Learning
Code Code Available VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data Jul 23, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining Jul 20, 2021 Data Augmentation Domain Adaptation
Code Code Available DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Jul 20, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition Jul 16, 2021 Domain Adaptation EEG
Code Code Available Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation Jul 13, 2021 Diversity Domain Adaptation
Code Code Available Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Jul 12, 2021 3D Unsupervised Domain Adaptation Data Augmentation
Code Code Available Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Jul 12, 2021 Action Classification Activity Recognition
Code Code Available Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Jul 12, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available Few-Shot Domain Adaptation with Polymorphic Transformers Jul 10, 2021 Domain Adaptation Segmentation
Code Code Available Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization Jul 9, 2021 Classification Domain Adaptation
Code Code Available ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Jul 9, 2021 Automatic Sleep Stage Classification Domain Adaptation
Code Code Available Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Jul 7, 2021 Diversity Domain Adaptation
Code Code Available Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation Jul 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis Jul 5, 2021 Domain Adaptation Fault Diagnosis
Code Code Available Semi-Supervised Raw-to-Raw Mapping Jun 25, 2021 Domain Adaptation
Code Code Available On the Evaluation of Machine Translation for Terminology Consistency Jun 22, 2021 Domain Adaptation Machine Translation
Code Code Available ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Jun 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available f-Domain-Adversarial Learning: Theory and Algorithms Jun 21, 2021 Domain Adaptation Learning Theory
Code Code Available Wasserstein Barycenter for Multi-Source Domain Adaptation Jun 19, 2021 Domain Adaptation Face Recognition
Code Code Available SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection Jun 19, 2021 3D Object Detection Domain Adaptation
Code Code Available Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Jun 18, 2021 Contrastive Learning 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 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python Jun 17, 2021 BIG-bench Machine Learning Dimensionality Reduction
Code Code Available 