Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition Jul 18, 2020 Attribute Caricature
Code Code Available Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Jul 17, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Jul 17, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Jul 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Jul 14, 2020 Domain Adaptation Knowledge Distillation
Code Code Available Automated Synthetic-to-Real Generalization Jul 14, 2020 Domain Adaptation
Code Code Available Domain Adaptation with Auxiliary Target Domain-Oriented Classifier Jul 8, 2020 Domain Adaptation Transfer Learning
Code Code Available Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients Jul 7, 2020 Computed Tomography (CT) Domain Adaptation
Code Code Available Scribble-based Domain Adaptation via Co-segmentation Jul 7, 2020 Domain Adaptation Image Segmentation
Code Code Available Self domain adapted network Jul 7, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available Cycle-StarNet: Bridging the gap between theory and data by leveraging large datasets Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Jul 6, 2020 Domain Adaptation Model Selection
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Jul 5, 2020 Diagnostic Domain Adaptation
Code Code Available Domain Adaptation without Source Data Jul 3, 2020 Attribute Domain Adaptation
Code Code Available Continuously Indexed Domain Adaptation Jul 3, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available Continuously Index Domain Adaptation Jul 1, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available Online Domain Adaptation for Occupancy Mapping Jul 1, 2020 Autonomous Driving Domain Adaptation
Code Code Available Leveraging Temporal Information for 3D Detection and Domain Adaptation Jun 30, 2020 Autonomous Driving Domain Adaptation
Code Code Available Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks Jun 30, 2020 Domain Adaptation General Classification
Code Code Available Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation Jun 28, 2020 Collaborative Filtering Domain Adaptation
Code Code Available Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available Rescaling Egocentric Vision Jun 23, 2020 Action Anticipation Action Detection
Code Code Available Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Jun 22, 2020 Domain Adaptation
Code Code Available Progressive Graph Learning for Open-Set Domain Adaptation Jun 22, 2020 Domain Adaptation Graph Learning
Code Code Available Joint Contrastive Learning for Unsupervised Domain Adaptation Jun 18, 2020 Contrastive Learning Domain Adaptation
Code Code Available Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models Jun 16, 2020 Domain Adaptation Representation Learning
Code Code Available ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation Jun 15, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search Jun 15, 2020 Domain Adaptation Segmentation
Code Code Available Adversarial Weighting for Domain Adaptation in Regression Jun 15, 2020 Domain Adaptation regression
Code Code Available Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Jun 10, 2020 Cloud Detection Domain Adaptation
Code Code Available Dataset Condensation with Gradient Matching Jun 10, 2020 Continual Learning Dataset Condensation
Code Code Available Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Jun 9, 2020 Domain Adaptation Pseudo Label
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 Network Together: Node Classification via Cross-Network Deep Network Embedding Jun 4, 2020 Domain Adaptation General Classification
Code Code Available DUNIT: Detection-Based Unsupervised Image-to-Image Translation Jun 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Stochastic Classifiers for Unsupervised Domain Adaptation Jun 1, 2020 Domain Adaptation image-classification
Code Code Available Spherical Space Domain Adaptation With Robust Pseudo-Label Loss Jun 1, 2020 Domain Adaptation Pseudo Label
Code Code Available A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge Jun 1, 2020 Active Learning Domain Adaptation
Code Code Available Neural Unsupervised Domain Adaptation in NLP---A Survey May 31, 2020 Domain Adaptation Out-of-Distribution Generalization
Code Code Available Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation May 28, 2020 Domain Adaptation Image Segmentation
Code Code Available Kernel methods library for pattern analysis and machine learning in python May 27, 2020 BIG-bench Machine Learning Domain Adaptation
Code Code Available SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure May 27, 2020 BIG-bench Machine Learning Domain Adaptation
Code Code Available Keep it Simple: Image Statistics Matching for Domain Adaptation May 26, 2020 Domain Adaptation
Code Code Available A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition May 25, 2020 Data Augmentation Domain Adaptation
Code Code Available Knowledge Graph Simple Question Answering for Unseen Domains May 25, 2020 Domain Adaptation Question Answering
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