Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation Sep 14, 2018 Decoder Domain Adaptation
— Unverified A Two-Step Learning Method For Detecting Landmarks on Faces From Different Domains Sep 12, 2018 Domain Adaptation
— Unverified Learning structure-from-motion from motion Sep 12, 2018 Depth Estimation Depth Prediction
— 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 Unsupervised Person Re-identification by Deep Learning Tracklet Association Sep 8, 2018 Benchmarking Deep Learning
— Unverified Domain Adaptation for Real-Time Student Performance Prediction Sep 7, 2018 Domain Adaptation Prediction
— Unverified Adversarial Domain Adaptation for Duplicate Question Detection Sep 7, 2018 Domain Adaptation Question Similarity
Code Code Available Data Augmentation for Spoken Language Understanding via Joint Variational Generation Sep 7, 2018 Data Augmentation Domain Adaptation
— 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-Adversarial Domain Adaptation Sep 4, 2018 Domain Adaptation
Code Code Available Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Sep 4, 2018 Domain Adaptation Segmentation
— Unverified Multi-target Unsupervised Domain Adaptation without Exactly Shared Categories Sep 4, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Parameter Transfer Extreme Learning Machine based on Projective Model Sep 4, 2018 Domain Adaptation feature selection
Code Code Available Domain transfer through deep activation matching Sep 1, 2018 Domain Adaptation Generative Adversarial Network
— Unverified 3D Ego-Pose Estimation via Imitation Learning Sep 1, 2018 Domain Adaptation Imitation Learning
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Sep 1, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond Sep 1, 2018 Domain Adaptation Few-Shot Learning
— Unverified Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation Sep 1, 2018 Domain Adaptation Transfer Learning
— Unverified AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation Sep 1, 2018 Data Augmentation Domain Adaptation
— Unverified Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available Gibson Env: Real-World Perception for Embodied Agents Aug 31, 2018 Domain Adaptation General Reinforcement Learning
Code Code Available Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification Aug 29, 2018 Classification Domain Adaptation
— Unverified 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 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 Learning Linear Transformations for Fast Arbitrary Style Transfer Aug 14, 2018 Domain Adaptation Style Transfer
Code Code Available Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation Aug 14, 2018 Domain Adaptation Lesion Detection
— Unverified Partial Adversarial Domain Adaptation Aug 10, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems Aug 8, 2018 Decoder Domain Adaptation
— Unverified A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Aug 8, 2018 Data Augmentation Deep Learning
Code Code Available 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 Diverse Image-to-Image Translation via Disentangled Representations Aug 2, 2018 Attribute Diversity
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 Enhancing General Sentiment Lexicons for Domain-Specific Use Aug 1, 2018 Domain Adaptation domain classification
— Unverified Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort Aug 1, 2018 Articles Domain Adaptation
— Unverified Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains Aug 1, 2018 Domain Adaptation Sentiment Analysis
Code Code Available Adversarial Feature Adaptation for Cross-lingual Relation Classification Aug 1, 2018 Classification Domain Adaptation
Code Code Available Sprucing up the trees -- Error detection in treebanks Aug 1, 2018 Active Learning Bayesian Inference
— Unverified Simple Neologism Based Domain Independent Models to Predict Year of Authorship Aug 1, 2018 Domain Adaptation Information Retrieval
— Unverified Multimodal Deep Domain Adaptation Jul 31, 2018 Domain Adaptation Object
— Unverified 