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 Domain Adaptation for Real-Time Student Performance Prediction Sep 7, 2018 Domain Adaptation Prediction
— Unverified Multi-Source Domain Adaptation with Mixture of Experts Sep 7, 2018 Domain Adaptation Mixture-of-Experts
Code Code Available 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 Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation Sep 1, 2018 Domain Adaptation Transfer Learning
— Unverified 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 Adaptive Re-Identification: Theory and Practice Jul 30, 2018 General Classification Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition Jul 30, 2018 Domain Adaptation Robust Speech Recognition
— Unverified 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 Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction Jul 1, 2018 Domain Adaptation Extract Aspect
— Unverified Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation Jul 1, 2018 Domain Adaptation speech-recognition
Code Code Available 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 Duplex Generative Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Generative Adversarial Network
— 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 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 Sample-to-Sample Correspondence for Unsupervised Domain Adaptation May 1, 2018 Domain Adaptation General Classification
— Unverified Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Apr 29, 2018 Domain Adaptation Transfer Learning
Code Code Available Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification Apr 25, 2018 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Apr 25, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation Apr 12, 2018 Domain Adaptation image-classification
— Unverified Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation Apr 2, 2018 Domain Adaptation Transfer Learning
— Unverified DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation Mar 27, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Mar 26, 2018 Attribute Deep Learning
— Unverified Unsupervised Domain Adaptation: A Multi-task Learning-based Method Mar 25, 2018 Domain Adaptation Multi-Task Learning
— Unverified Importance Weighted Adversarial Nets for Partial Domain Adaptation Mar 25, 2018 Domain Adaptation Partial Domain Adaptation
— Unverified Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Mar 24, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptive Faster R-CNN for Object Detection in the Wild Mar 8, 2018 Domain Adaptation Object
Code Code Available AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Mar 5, 2018 Depth Estimation Domain Adaptation
— Unverified 