Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Apr 16, 2018 Domain Adaptation Grammatical Error Correction
Code Code Available Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning Apr 12, 2018 Dictionary Learning Domain Adaptation
— Unverified Causal Generative Domain Adaptation Networks Apr 12, 2018 Computational Efficiency Domain Adaptation
— Unverified Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation Apr 12, 2018 Domain Adaptation image-classification
— Unverified Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model Apr 10, 2018 Domain Adaptation Face Generation
Code Code Available Improving Confidence Estimates for Unfamiliar Examples Apr 9, 2018 Attribute Domain Adaptation
Code Code Available Domain Adaptation for Statistical Machine Translation Apr 5, 2018 Domain Adaptation Machine Translation
— Unverified Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation Apr 2, 2018 Domain Adaptation Transfer Learning
— Unverified Generative Adversarial Learning for Spectrum Sensing Apr 2, 2018 BIG-bench Machine Learning Data Augmentation
— Unverified Towards Learning Transferable Conversational Skills using Multi-dimensional Dialogue Modelling Mar 31, 2018 Dialogue Management Domain Adaptation
Code Code Available A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Mar 27, 2018 Domain Adaptation Generative Adversarial Network
— Unverified DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation Mar 27, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Importance Weighted Adversarial Nets for Partial Domain Adaptation Mar 25, 2018 Domain Adaptation Partial Domain Adaptation
— Unverified Unsupervised Domain Adaptation: A Multi-task Learning-based Method Mar 25, 2018 Domain Adaptation Multi-Task Learning
— Unverified Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Mar 24, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CalibNet: Geometrically Supervised Extrinsic Calibration using 3D Spatial Transformer Networks Mar 22, 2018 Camera Calibration Domain Adaptation
Code Code Available Domain Adaptation for Ear Recognition Using Deep Convolutional Neural Networks Mar 21, 2018 Domain Adaptation
Code Code Available Domain Adaptation with Randomized Expectation Maximization Mar 20, 2018 Domain Adaptation Transfer Learning
Code Code Available Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR Supervision Mar 16, 2018 Depth Estimation Domain Adaptation
— Unverified Domain Adaptation on Graphs by Learning Aligned Graph Bases Mar 14, 2018 Domain Adaptation General Classification
— Unverified Optimal Transport for Multi-source Domain Adaptation under Target Shift Mar 13, 2018 Domain Adaptation Image Segmentation
Code Code Available Cross-domain Recommendation via Deep Domain Adaptation Mar 8, 2018 Collaborative Filtering Denoising
— Unverified AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Mar 5, 2018 Depth Estimation Domain Adaptation
— Unverified Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Mar 2, 2018 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Joint Training for Neural Machine Translation Models with Monolingual Data Mar 1, 2018 Domain Adaptation Machine Translation
— Unverified Learning to Adapt Structured Output Space for Semantic Segmentation Feb 28, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Feb 28, 2018 3D geometry All
Code Code Available Adaptive Deep Learning through Visual Domain Localization Feb 24, 2018 Deep Learning Domain Adaptation
Code Code Available Learning Weighted Representations for Generalization Across Designs Feb 23, 2018 Causal Inference Domain Adaptation
— Unverified Learning Optimal Policies from Observational Data Feb 23, 2018 Domain Adaptation Selection bias
— Unverified Discriminative Label Consistent Domain Adaptation Feb 21, 2018 Domain Adaptation image-classification
— Unverified A General Framework for Abstention Under Label Shift Feb 20, 2018 Domain Adaptation General Classification
Code Code Available Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available Image-based Synthesis for Deep 3D Human Pose Estimation Feb 12, 2018 3D Human Pose Estimation 3D Pose Estimation
— Unverified Invertible Autoencoder for domain adaptation Feb 10, 2018 Autonomous Driving Domain Adaptation
— Unverified Deep Visual Domain Adaptation: A Survey Feb 10, 2018 Domain Adaptation Face Recognition
— Unverified Unsupervised Deep Domain Adaptation for Pedestrian Detection Feb 9, 2018 Domain Adaptation Pedestrian Detection
— Unverified Transductive Adversarial Networks (TAN) Feb 8, 2018 Domain Adaptation
Code Code Available Real-time Prediction of Intermediate-Horizon Automotive Collision Risk Feb 5, 2018 Collision Avoidance Domain Adaptation
— Unverified Museum Exhibit Identification Challenge for Domain Adaptation and Beyond Feb 4, 2018 Domain Adaptation Few-Shot Learning
— Unverified VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control Feb 1, 2018 Deep Reinforcement Learning Domain Adaptation
— Unverified Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Jan 30, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Jan 26, 2018 Domain Adaptation Instance Segmentation
Code Code Available Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Jan 5, 2018 Domain Adaptation Segmentation
Code Code Available Optimal Bayesian Transfer Learning Jan 2, 2018 Domain Adaptation Transfer Learning
— Unverified Joint autoencoders: a flexible meta-learning framework Jan 1, 2018 Domain Adaptation Meta-Learning
— Unverified Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games Jan 1, 2018 Deep Reinforcement Learning Domain Adaptation
— Unverified Large Scale Optimal Transport and Mapping Estimation Jan 1, 2018 Domain Adaptation
— Unverified Multiple Source Domain Adaptation with Adversarial Learning Jan 1, 2018 Domain Adaptation Sentiment Analysis
— Unverified Discriminative and Geometry Aware Unsupervised Domain Adaptation Dec 28, 2017 Domain Adaptation image-classification
— Unverified 