AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available Batch weight for domain adaptation with mass shift May 29, 2019 Domain Adaptation Image-to-Image Translation
— Unverified d-SNE: Domain Adaptation using Stochastic Neighborhood Embedding May 29, 2019 Domain Adaptation
Code Code Available Image Alignment in Unseen Domains via Domain Deep Generalization May 28, 2019 Deep Learning Domain Adaptation
— Unverified Domain Generalization via Universal Non-volume Preserving Models May 28, 2019 Domain Adaptation Domain Generalization
— Unverified Adversarial Domain Adaptation Being Aware of Class Relationships May 28, 2019 Domain Adaptation Transfer Learning
— Unverified Domain-Specific Batch Normalization for Unsupervised Domain Adaptation May 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ET-GAN: Cross-Language Emotion Transfer Based on Cycle-Consistent Generative Adversarial Networks May 27, 2019 Domain Adaptation Generative Adversarial Network
— Unverified Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation May 26, 2019 Domain Adaptation Partial Domain Adaptation
— Unverified Temporal Attentive Alignment for Video Domain Adaptation May 26, 2019 Domain Adaptation
Code Code Available Unsupervised Domain Adaptation via Regularized Conditional Alignment May 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport May 26, 2019 Domain Adaptation
— Unverified DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns May 26, 2019 Domain Adaptation Recommendation Systems
Code Code Available Learning Smooth Representation for Unsupervised Domain Adaptation May 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptive Attention Learning for Unsupervised Person Re-Identification May 25, 2019 Diversity Domain Adaptation
— Unverified Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections May 24, 2019 Domain Adaptation Word Embeddings
Code Code Available Concentration bounds for linear Monge mapping estimation and optimal transport domain adaptation May 24, 2019 Domain Adaptation
— Unverified Simplified Neural Unsupervised Domain Adaptation May 22, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation for Vehicle Detection from Bird's Eye View LiDAR Point Cloud Data May 22, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Joint Information Preservation for Heterogeneous Domain Adaptation May 22, 2019 Domain Adaptation
— Unverified A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy May 22, 2019 Domain Adaptation named-entity-recognition
— Unverified Domain adaptation for part-of-speech tagging of noisy user-generated text May 21, 2019 Domain Adaptation Part-Of-Speech Tagging
— Unverified Semi-Supervised Learning by Augmented Distribution Alignment May 20, 2019 Domain Adaptation Semi-Supervised Image Classification
Code Code Available Butterfly: One-step Approach towards Wildly Unsupervised Domain Adaptation May 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis May 17, 2019 Attribute Domain Adaptation
— Unverified Progressive Memory Banks for Incremental Domain Adaptation May 16, 2019 Domain Adaptation
— Unverified The Role of Embedding Complexity in Domain-invariant Representations May 16, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Gated Convolutional Neural Networks for Domain Adaptation May 16, 2019 Domain Adaptation Sentiment Analysis
— Unverified Domain Adaptive Transfer Learning for Fault Diagnosis May 15, 2019 Domain Adaptation Fault Diagnosis
— Unverified Curriculum Learning for Domain Adaptation in Neural Machine Translation May 14, 2019 Domain Adaptation Machine Translation
— Unverified Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection May 14, 2019 Domain Adaptation object-detection
— Unverified Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation May 14, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
— Unverified Weakly-supervised Caricature Face Parsing through Domain Adaptation May 13, 2019 Attribute Caricature
Code Code Available Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation May 11, 2019 Dictionary Learning Domain Adaptation
— Unverified Ship classification from overhead imagery using synthetic data and domain adaptation May 10, 2019 Domain Adaptation General Classification
— Unverified Domain Adversarial Reinforcement Learning for Partial Domain Adaptation May 10, 2019 Domain Adaptation Partial Domain Adaptation
— Unverified Virtual Mixup Training for Unsupervised Domain Adaptation May 10, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images May 8, 2019 Domain Adaptation Management
Code Code Available CrossTrainer: Practical Domain Adaptation with Loss Reweighting May 7, 2019 Domain Adaptation
Code Code Available A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements May 6, 2019 Domain Adaptation Imputation
Code Code Available Unsupervised Domain Adaptation using Graph Transduction Games May 6, 2019 Domain Adaptation Object Recognition
— Unverified Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery May 4, 2019 Data Augmentation Domain Adaptation
— Unverified Known-class Aware Self-ensemble for Open Set Domain Adaptation May 3, 2019 Domain Adaptation
Code Code Available KnowBias: A Novel AI Method to Detect Polarity in Online Content May 2, 2019 Articles Domain Adaptation
— Unverified On Scalable and Efficient Computation of Large Scale Optimal Transport May 1, 2019 Domain Adaptation
— Unverified Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift May 1, 2019 Domain Adaptation Few-Shot Learning
— Unverified Variational Domain Adaptation May 1, 2019 Bayesian Inference Domain Adaptation
— Unverified Stacking for Transfer Learning May 1, 2019 Domain Adaptation Ensemble Learning
— Unverified Reducing Overconfident Errors outside the Known Distribution May 1, 2019 Domain Adaptation Novelty Detection
— Unverified 