Unsupervised domain adaptation for medical imaging segmentation with self-ensembling Nov 14, 2018 Domain Adaptation Medical Image Segmentation
Code Code Available Co-regularized Alignment for Unsupervised Domain Adaptation Nov 13, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Agnostic Real-Valued Specificity Prediction Nov 13, 2018 Dialogue Generation Domain Adaptation
Code Code Available Exploiting Local Feature Patterns for Unsupervised Domain Adaptation Nov 12, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multiple Subspace Alignment Improves Domain Adaptation Nov 11, 2018 Domain Adaptation subspace methods
— Unverified Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels Nov 8, 2018 Domain Adaptation Semantic Segmentation
— Unverified Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach Oct 26, 2018 Disentanglement Domain Adaptation
— Unverified Robust Domain Adaptation By Augmented Cyclic Adversarial Learning Oct 22, 2018 Domain Adaptation speech-recognition
— Unverified Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Oct 18, 2018 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach Oct 18, 2018 Domain Adaptation Gaze Estimation
— Unverified Domain Confusion with Self Ensembling for Unsupervised Adaptation Oct 10, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SPIGAN: Privileged Adversarial Learning from Simulation Oct 9, 2018 Domain Adaptation Image-to-Image Translation
— Unverified Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Sep 30, 2018 Autonomous Driving Domain Adaptation
— Unverified Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Sep 25, 2018 Domain Adaptation Semantic Segmentation
Code Code Available SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Sep 22, 2018 3D Semantic Segmentation Domain Adaptation
Code Code Available Understanding Behavior of Clinical Models under Domain Shifts Sep 20, 2018 Domain Adaptation Multi-Label Classification
— Unverified Unsupervised Domain Adaptation Based on Source-guided Discrepancy Sep 11, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Improved Techniques for Adversarial Discriminative Domain Adaptation Sep 10, 2018 Denoising Domain Adaptation
— Unverified Multi-Source Domain Adaptation with Mixture of Experts Sep 7, 2018 Domain Adaptation Mixture-of-Experts
Code Code Available Domain Adaptation for Real-Time Student Performance Prediction Sep 7, 2018 Domain Adaptation Prediction
— Unverified A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Sep 5, 2018 Domain Adaptation Translation
Code Code Available Multi-target Unsupervised Domain Adaptation without Exactly Shared Categories Sep 4, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain transfer through deep activation matching Sep 1, 2018 Domain Adaptation Generative Adversarial Network
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Sep 1, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation Sep 1, 2018 Domain Adaptation Transfer Learning
— Unverified Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available TLR: Transfer Latent Representation for Unsupervised Domain Adaptation Aug 19, 2018 Decoder Domain Adaptation
— Unverified T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Aug 4, 2018 Depth Estimation Depth Prediction
Code Code Available Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition Jul 30, 2018 Domain Adaptation Robust Speech Recognition
— Unverified Unsupervised Domain Adaptive Re-Identification: Theory and Practice Jul 30, 2018 General Classification Unsupervised Domain Adaptation
Code Code Available Visual Domain Adaptation with Manifold Embedded Distribution Alignment Jul 19, 2018 Domain Adaptation Transfer Learning
— Unverified Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio Jul 10, 2018 Domain Adaptation Organ Segmentation
— Unverified M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning Jul 6, 2018 Domain Adaptation Metric Learning
Code Code Available Learning Semantic Representations for Unsupervised Domain Adaptation Jul 1, 2018 Domain Adaptation Learning Semantic Representations
Code Code Available Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation Jul 1, 2018 Domain Adaptation speech-recognition
Code Code Available Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction Jul 1, 2018 Domain Adaptation Extract Aspect
— Unverified Feature Selection for Unsupervised Domain Adaptation using Optimal Transport Jun 28, 2018 Domain Adaptation feature selection
— Unverified Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Jun 11, 2018 Anatomy Domain Adaptation
— Unverified A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping Jun 6, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Factorized Adversarial Networks for Unsupervised Domain Adaptation Jun 4, 2018 Domain Adaptation General Classification
— Unverified Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images Jun 4, 2018 Domain Adaptation General Classification
— Unverified Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation Jun 2, 2018 Domain Adaptation Segmentation
— Unverified Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Open-Ended Question Answering
— Unverified Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Duplex Generative Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Generative Adversarial Network
— Unverified Unsupervised Domain Adaptation using Regularized Hyper-graph Matching May 22, 2018 Domain Adaptation Graph Matching
— Unverified DiDA: Disentangled Synthesis for Domain Adaptation May 21, 2018 Disentanglement Domain Adaptation
— Unverified Unpaired Multi-Domain Image Generation via Regularized Conditional GANs May 7, 2018 Domain Adaptation Image Generation
Code Code Available Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification May 3, 2018 Attribute Classification
— Unverified 