Transductive Zero-Shot Learning with Adaptive Structural Embedding Mar 27, 2017 Domain Adaptation Zero-Shot Learning
— Unverified Semi-Supervised Deep Learning for Fully Convolutional Networks Mar 17, 2017 Deep Learning Domain Adaptation
Code Code Available A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Mar 12, 2017 Classification Domain Adaptation
— Unverified A Manifold Approach to Learning Mutually Orthogonal Subspaces Mar 8, 2017 Domain Adaptation Riemannian optimization
— Unverified A Theory of Output-Side Unsupervised Domain Adaptation Mar 5, 2017 Domain Adaptation Generalization Bounds
— Unverified Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Mar 4, 2017 Autonomous Driving Domain Adaptation
— Unverified Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Mar 3, 2017 compressed sensing Computed Tomography (CT)
Code Code Available Unsupervised Image-to-Image Translation Networks Mar 2, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Feb 28, 2017 Domain Adaptation Object Recognition
Code Code Available Adaptive Learning to Speed-Up Control of Prosthetic Hands: a Few Things Everybody Should Know Feb 27, 2017 Domain Adaptation Transfer Learning
— Unverified Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation Feb 25, 2017 Domain Adaptation Lesion Segmentation
— Unverified Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation Feb 21, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified An Extended Framework for Marginalized Domain Adaptation Feb 20, 2017 Denoising Domain Adaptation
Code Code Available Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available Domain Adaptation for Visual Applications: A Comprehensive Survey Feb 17, 2017 Domain Adaptation Image Categorization
— Unverified SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person Feb 14, 2017 Domain Adaptation Face Model
Code Code Available Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR) Feb 9, 2017 Domain Adaptation EEG
— Unverified Online and Offline Domain Adaptation for Reducing BCI Calibration Effort Feb 9, 2017 Brain Computer Interface Domain Adaptation
— Unverified Data Selection Strategies for Multi-Domain Sentiment Analysis Feb 8, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Knowledge Adaptation: Teaching to Adapt Feb 7, 2017 Domain Adaptation Knowledge Distillation
— Unverified Hashing in the Zero Shot Framework with Domain Adaptation Feb 7, 2017 Domain Adaptation Image Retrieval
— Unverified Semi-Supervised QA with Generative Domain-Adaptive Nets Feb 7, 2017 Domain Adaptation Question Answering
— Unverified Synthetic to Real Adaptation with Generative Correlation Alignment Networks Jan 19, 2017 Domain Adaptation Object Recognition
— Unverified QCRI Machine Translation Systems for IWSLT 16 Jan 14, 2017 Domain Adaptation Language Modeling
— Unverified An Empirical Comparison of Simple Domain Adaptation Methods for Neural Machine Translation Jan 12, 2017 Domain Adaptation Machine Translation
— Unverified Heterogeneous domain adaptation: An unsupervised approach Jan 10, 2017 Domain Adaptation text-classification
— Unverified Neural Personalized Response Generation as Domain Adaptation Jan 9, 2017 Decoder Domain Adaptation
— Unverified Demystifying Neural Style Transfer Jan 4, 2017 Domain Adaptation Style Transfer
Code Code Available Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation Jan 3, 2017 Domain Adaptation image-classification
— Unverified Data point selection for genre-aware parsing Jan 1, 2017 Dependency Parsing Domain Adaptation
— Unverified Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation Jan 1, 2017 Domain Adaptation Machine Translation
— Unverified Aspect-augmented Adversarial Networks for Domain Adaptation Jan 1, 2017 Domain Adaptation General Classification
Code Code Available From Virtual to Real World Visual Perception using Domain Adaptation -- The DPM as Example Dec 29, 2016 Domain Adaptation vehicle detection
— Unverified Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Dec 28, 2016 Domain Adaptation Lesion Segmentation
Code Code Available DeMIAN: Deep Modality Invariant Adversarial Network Dec 23, 2016 Domain Adaptation General Classification
— Unverified Learning from Simulated and Unsupervised Images through Adversarial Training Dec 22, 2016 Domain Adaptation Gaze Estimation
Code Code Available Partially blind domain adaptation for age prediction from DNA methylation data Dec 20, 2016 Domain Adaptation feature selection
— Unverified Fast Domain Adaptation for Neural Machine Translation Dec 20, 2016 Domain Adaptation Machine Translation
— Unverified Domain specialization: a post-training domain adaptation for Neural Machine Translation Dec 19, 2016 Domain Adaptation Machine Translation
— Unverified Domain Control for Neural Machine Translation Dec 19, 2016 Domain Adaptation Machine Translation
— Unverified Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Dec 16, 2016 Domain Adaptation Generative Adversarial Network
Code Code Available Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Adaptation and Combination of NMT Systems: The KIT Translation Systems for IWSLT 2016 Dec 1, 2016 Domain Adaptation Machine Translation
— Unverified QCRI’s Machine Translation Systems for IWSLT’16 Dec 1, 2016 Domain Adaptation Language Modeling
— Unverified The University of Edinburgh’s systems submission to the MT task at IWSLT Dec 1, 2016 Decoder de-en
— Unverified Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease Dec 1, 2016 Domain Adaptation Two-sample testing
— Unverified Learning Transferrable Representations for Unsupervised Domain Adaptation Dec 1, 2016 Domain Adaptation Object Recognition
— Unverified Mapping Estimation for Discrete Optimal Transport Dec 1, 2016 Domain Adaptation
— Unverified Predicting proficiency levels in learner writings by transferring a linguistic complexity model from expert-written coursebooks Dec 1, 2016 Domain Adaptation Language Acquisition
— Unverified 