Towards Fair Cross-Domain Adaptation via Generative Learning Mar 4, 2020 Domain Adaptation domain classification
— Unverified Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification Mar 4, 2020 Classification Domain Adaptation
— Unverified Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation Mar 3, 2020 Domain Adaptation Response Generation
— Unverified Unsupervised Domain Adaptation for Mammogram Image Classification: A Promising Tool for Model Generalization Mar 2, 2020 Domain Adaptation General Classification
— Unverified LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation Mar 2, 2020 Diversity Domain Adaptation
— Unverified Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation Mar 2, 2020 Diversity Domain Adaptation
Code Code Available Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation Feb 29, 2020 Domain Adaptation Prediction
— Unverified Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Feb 27, 2020 ARC Depth Estimation
— Unverified Provably Efficient Third-Person Imitation from Offline Observation Feb 27, 2020 Domain Adaptation Imitation Learning
— Unverified Reducing Geographic Performance Differential for Face Recognition Feb 27, 2020 Domain Adaptation Face Recognition
— Unverified Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey Feb 26, 2020 Domain Adaptation
— Unverified Understanding Self-Training for Gradual Domain Adaptation Feb 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available Discriminative Adversarial Search for Abstractive Summarization Feb 24, 2020 Abstractive Text Summarization Domain Adaptation
— Unverified Knowledge Transfer between Buildings for Seismic Damage Diagnosis through Adversarial Learning Feb 21, 2020 Disaster Response Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment Feb 20, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multi-step Online Unsupervised Domain Adaptation Feb 20, 2020 Domain Adaptation Online unsupervised domain adaptation
— Unverified Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Feb 20, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement Feb 20, 2020 Domain Adaptation Image Enhancement
— Unverified Focus on Semantic Consistency for Cross-domain Crowd Understanding Feb 20, 2020 Domain Adaptation
— Unverified Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice Feb 20, 2020 Domain Adaptation Multi-class Classification
Code Code Available MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Feb 19, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation Feb 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Universal Domain Adaptation through Self Supervision Feb 19, 2020 Clustering Domain Adaptation
Code Code Available On generalization in moment-based domain adaptation Feb 19, 2020 Domain Adaptation Generalization Bounds
— Unverified Adversarial Deep Network Embedding for Cross-network Node Classification Feb 18, 2020 Classification Domain Adaptation
Code Code Available Deep Domain Adaptive Object Detection: a Survey Feb 17, 2020 Domain Adaptation Object
— Unverified An End-to-End Framework for Unsupervised Pose Estimation of Occluded Pedestrians Feb 15, 2020 Domain Adaptation Instance Segmentation
— Unverified SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data Feb 14, 2020 Data Augmentation Domain Adaptation
— Unverified Zero-Resource Cross-Domain Named Entity Recognition Feb 14, 2020 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Bi-Directional Generation for Unsupervised Domain Adaptation Feb 12, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Meta-Learning across Meta-Tasks for Few-Shot Learning Feb 11, 2020 Domain Adaptation Few-Shot Learning
— Unverified Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition Feb 11, 2020 Camera Calibration Domain Adaptation
— Unverified Few-shot Domain Adaptation by Causal Mechanism Transfer Feb 10, 2020 Domain Adaptation
Code Code Available Collaborative Training of Balanced Random Forests for Open Set Domain Adaptation Feb 10, 2020 Domain Adaptation
— Unverified CO-Optimal Transport Feb 10, 2020 Clustering Data Summarization
Code Code Available Domain Adaptation as a Problem of Inference on Graphical Models Feb 9, 2020 Bayesian Inference Domain Adaptation
Code Code Available Geometric Dataset Distances via Optimal Transport Feb 7, 2020 Domain Adaptation Meta-Learning
Code Code Available Targeted display advertising: the case of preferential attachment Feb 7, 2020 Domain Adaptation
— Unverified Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Feb 6, 2020 Domain Adaptation Image Segmentation
Code Code Available Few-Shot Learning as Domain Adaptation: Algorithm and Analysis Feb 6, 2020 Domain Adaptation Few-Shot Image Classification
— Unverified Contradictory Structure Learning for Semi-supervised Domain Adaptation Feb 6, 2020 Clustering Domain Adaptation
Code Code Available Impact of ImageNet Model Selection on Domain Adaptation Feb 6, 2020 Benchmarking Domain Adaptation
Code Code Available Entropy Minimization vs. Diversity Maximization for Domain Adaptation Feb 5, 2020 Diversity Domain Adaptation
Code Code Available Learning Numerical Observers using Unsupervised Domain Adaptation Feb 3, 2020 Domain Adaptation Image Quality Assessment
— Unverified Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation Feb 3, 2020 Domain Adaptation image-classification
— Unverified Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Feb 3, 2020 Classification Domain Adaptation
Code Code Available Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups Feb 3, 2020 Domain Adaptation Object
— Unverified Domain adaptation model for retinopathy detection from cross-domain OCT images Jan 29, 2020 Domain Adaptation Generative Adversarial Network
— Unverified 