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 AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation Sep 1, 2018 Data Augmentation Domain Adaptation
— Unverified 3D Ego-Pose Estimation via Imitation Learning Sep 1, 2018 Domain Adaptation Imitation Learning
— Unverified Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation Sep 1, 2018 Domain Adaptation Transfer Learning
— Unverified Gibson Env: Real-World Perception for Embodied Agents Aug 31, 2018 Domain Adaptation General Reinforcement Learning
Code Code Available Zero-Shot Adaptive Transfer for Conversational Language Understanding Aug 29, 2018 Domain Adaptation
— Unverified Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification Aug 29, 2018 Domain Adaptation General Classification
— Unverified Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification Aug 29, 2018 Classification Domain Adaptation
— Unverified Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation Aug 28, 2018 Domain Adaptation
Code Code Available Contextual Parameter Generation for Universal Neural Machine Translation Aug 26, 2018 Decoder Domain Adaptation
Code Code Available Financial Aspect-Based Sentiment Analysis using Deep Representations Aug 23, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified TLR: Transfer Latent Representation for Unsupervised Domain Adaptation Aug 19, 2018 Decoder Domain Adaptation
— Unverified Unsupervised adversarial domain adaptation for acoustic scene classification Aug 17, 2018 Acoustic Scene Classification Classification
Code Code Available Conceptual Domain Adaptation Using Deep Learning Aug 16, 2018 Deep Learning Domain Adaptation
— Unverified Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation Aug 14, 2018 Domain Adaptation Lesion Detection
— Unverified Learning Linear Transformations for Fast Arbitrary Style Transfer Aug 14, 2018 Domain Adaptation Style Transfer
Code Code Available Partial Adversarial Domain Adaptation Aug 10, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Aug 8, 2018 Data Augmentation Deep Learning
Code Code Available Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems Aug 8, 2018 Decoder Domain Adaptation
— Unverified Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI Aug 5, 2018 Domain Adaptation Image Segmentation
— Unverified Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available Dynamic Adaptation on Non-Stationary Visual Domains Aug 2, 2018 Domain Adaptation Semantic Segmentation
— Unverified Sentence Weighting for Neural Machine Translation Domain Adaptation Aug 1, 2018 Domain Adaptation Language Modeling
— Unverified Practical Parsing for Downstream Applications Aug 1, 2018 Domain Adaptation Question Answering
— Unverified Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort Aug 1, 2018 Articles Domain Adaptation
— Unverified Simple Neologism Based Domain Independent Models to Predict Year of Authorship Aug 1, 2018 Domain Adaptation Information Retrieval
— Unverified Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains Aug 1, 2018 Domain Adaptation Sentiment Analysis
Code Code Available Enhancing General Sentiment Lexicons for Domain-Specific Use Aug 1, 2018 Domain Adaptation domain classification
— Unverified Sprucing up the trees -- Error detection in treebanks Aug 1, 2018 Active Learning Bayesian Inference
— Unverified Adversarial Feature Adaptation for Cross-lingual Relation Classification Aug 1, 2018 Classification Domain Adaptation
Code Code Available Multimodal Deep Domain Adaptation Jul 31, 2018 Domain Adaptation Object
— Unverified Leveraging Motion Priors in Videos for Improving Human Segmentation Jul 30, 2018 Active Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition Jul 30, 2018 Domain Adaptation Robust Speech Recognition
— Unverified Parallel Transport on the Cone Manifold of SPD Matrices for Domain Adaptation Jul 27, 2018 Domain Adaptation
— Unverified Adaptively Transforming Graph Matching Jul 26, 2018 Domain Adaptation Graph Matching
— Unverified Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation Jul 24, 2018 Domain Adaptation object-detection
— Unverified Simultaneous Adversarial Training - Learn from Others Mistakes Jul 21, 2018 Domain Adaptation
— Unverified Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features Jul 20, 2018 Domain Adaptation
Code Code Available Filter Distillation for Network Compression Jul 20, 2018 Domain Adaptation Neural Network Compression
— Unverified Visual Domain Adaptation with Manifold Embedded Distribution Alignment Jul 19, 2018 Domain Adaptation Transfer Learning
— Unverified Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Jul 18, 2018 Domain Adaptation Sentence
— Unverified Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images Jul 17, 2018 Cancer Classification Domain Adaptation
— Unverified Effective Use of Synthetic Data for Urban Scene Semantic Segmentation Jul 16, 2018 Domain Adaptation Semantic Segmentation
— Unverified Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models Jul 16, 2018 Classification Domain Adaptation
— Unverified Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation Jul 12, 2018 Domain Adaptation Motion Estimation
— Unverified Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio Jul 10, 2018 Domain Adaptation Organ Segmentation
— Unverified Zero-shot Domain Adaptation without Domain Semantic Descriptors Jul 9, 2018 Domain Adaptation
— Unverified M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning Jul 6, 2018 Domain Adaptation Metric Learning
Code Code Available End-to-End Race Driving with Deep Reinforcement Learning Jul 6, 2018 Deep Reinforcement Learning Domain Adaptation
— Unverified 