Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available Self-Supervised Domain Adaptation with Consistency Training Oct 15, 2020 Domain Adaptation image-classification
Code Code Available Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation Oct 14, 2020 Domain Adaptation Lesion Segmentation
Code Code Available Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Fader Networks for domain adaptation on fMRI: ABIDE-II study Oct 14, 2020 Domain Adaptation Functional Connectivity
Code Code Available Invariant Representation Learning for Infant Pose Estimation with Small Data Oct 13, 2020 Domain Adaptation Pose Estimation
Code Code Available Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation Oct 12, 2020 Domain Adaptation
Code Code Available Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oct 9, 2020 Domain Adaptation Domain Generalization
Code Code Available Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features Oct 8, 2020 Domain Adaptation General Classification
Code Code Available Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation Oct 3, 2020 Decoder Depth Estimation
Code Code Available Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation Oct 2, 2020 Dimensionality Reduction Domain Adaptation
Code Code Available Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Oct 2, 2020 Domain Adaptation Saliency Detection
Code Code Available DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization Oct 1, 2020 Autonomous Driving Domain Adaptation
Code Code Available Self-grouping Convolutional Neural Networks Sep 29, 2020 Clustering Computational Efficiency
Code Code Available DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation Domain Adaptation
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Sep 17, 2020 Domain Adaptation General Classification
Code Code Available Transformer Based Multi-Source Domain Adaptation Sep 16, 2020 Domain Adaptation Mixture-of-Experts
Code Code Available PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images Sep 11, 2020 Domain Adaptation Instance Segmentation
Code Code Available The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation Sep 9, 2020 Domain Adaptation GPU
Code Code Available Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Sep 6, 2020 Domain Adaptation speech-recognition
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 The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models Sep 3, 2020 Domain Adaptation Retinal Vessel Segmentation
Code Code Available Unsupervised Domain Adaptation For Plant Organ Counting Sep 2, 2020 Domain Adaptation Object
Code Code Available Domain Adaptation Through Task Distillation Aug 27, 2020 Autonomous Driving Domain Adaptation
Code Code Available Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Aug 26, 2020 Domain Adaptation
Code Code Available Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available Graphical Object Detection in Document Images Aug 25, 2020 Domain Adaptation Object
Code Code Available Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID Aug 24, 2020 Domain Adaptation Pseudo Label
Code Code Available Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector Aug 19, 2020 Domain Adaptation
Code Code Available We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation Aug 16, 2020 Domain Adaptation Segmentation
Code Code Available Learning to Cluster under Domain Shift Aug 11, 2020 Clustering Deep Clustering
Code Code Available Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks Aug 10, 2020 Domain Adaptation Image Generation
Code Code Available Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network Aug 6, 2020 Domain Adaptation
Code Code Available Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN Aug 5, 2020 Data Augmentation Domain Adaptation
Code Code Available Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation Aug 4, 2020 Domain Adaptation Pseudo Label
Code Code Available An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites Aug 4, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Aug 3, 2020 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Task-conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery Aug 1, 2020 Domain Adaptation Pedestrian Detection
Code Code Available Learning to Detect Open Classes for Universal Domain Adaptation Aug 1, 2020 Domain Adaptation Universal Domain Adaptation
Code Code Available Content-Consistent Matching for Domain Adaptive Semantic Segmentation Aug 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Adversarial Bipartite Graph Learning for Video Domain Adaptation Jul 31, 2020 Domain Adaptation Graph Learning
Code Code Available Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Jul 27, 2020 Data Augmentation Domain Adaptation
Code Code Available On the Effectiveness of Image Rotation for Open Set Domain Adaptation Jul 24, 2020 Domain Adaptation
Code Code Available Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Jul 24, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Jul 20, 2020 Domain Adaptation Person Re-Identification
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
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