Zero-Shot Policy Transfer with Disentangled Attention Sep 25, 2019 Deep Reinforcement Learning Domain Adaptation
— Unverified Data Valuation using Reinforcement Learning Sep 25, 2019 Data Valuation Domain Adaptation
Code Code Available Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation Sep 25, 2019 Domain Adaptation Image Segmentation
— Unverified A Dictionary Approach to Domain-Invariant Learning in Deep Networks Sep 25, 2019 Domain Adaptation
— Unverified Matching Embeddings for Domain Adaptation Sep 25, 2019 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Synthetic Data for Deep Learning Sep 25, 2019 Autonomous Driving Deep Learning
— Unverified Restyling Data: Application to Unsupervised Domain Adaptation Sep 24, 2019 Domain Adaptation Style Transfer
— Unverified A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available KnowBias: Detecting Political Polarity in Long Text Content Sep 22, 2019 Articles Domain Adaptation
— Unverified Forward-Backward Splitting for Optimal Transport based Problems Sep 20, 2019 Domain Adaptation
— Unverified Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition Sep 18, 2019 Action Recognition Domain Adaptation
— Unverified Wasserstein Distance Based Domain Adaptation for Object Detection Sep 18, 2019 Domain Adaptation Object
— Unverified Simple, Scalable Adaptation for Neural Machine Translation Sep 18, 2019 Domain Adaptation Machine Translation
— Unverified Transfer Learning with Dynamic Adversarial Adaptation Network Sep 18, 2019 Domain Adaptation Transfer Learning
— Unverified Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis Sep 18, 2019 Domain Adaptation Representation Learning
— Unverified Using Latent Codes for Class Imbalance Problem in Unsupervised Domain Adaptation Sep 17, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Transfer Learning with Dynamic Distribution Adaptation Sep 17, 2019 Domain Adaptation image-classification
— Unverified Cycle-consistent Conditional Adversarial Transfer Networks Sep 17, 2019 Domain Adaptation Transfer Learning
Code Code Available Multi-Task Learning for Automotive Foggy Scene Understanding via Domain Adaptation to an Illumination-Invariant Representation Sep 17, 2019 Decoder Domain Adaptation
— Unverified Meta Reinforcement Learning for Sim-to-real Domain Adaptation Sep 16, 2019 Domain Adaptation Meta-Learning
— Unverified LRS-DAG: Low Resource Supervised Domain Adaptation with Generalization Across Domains Sep 15, 2019 Domain Adaptation
— Unverified End-to-End Neural Speaker Diarization with Permutation-Free Objectives Sep 12, 2019 Clustering Domain Adaptation
— Unverified Attention-Aware Age-Agnostic Visual Place Recognition Sep 11, 2019 Domain Adaptation Image Retrieval
— Unverified Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation Sep 11, 2019 Domain Adaptation domain classification
— Unverified Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB Sep 11, 2019 3D Hand Pose Estimation Domain Adaptation
— Unverified Domain Aggregation Networks for Multi-Source Domain Adaptation Sep 11, 2019 Domain Adaptation Sentiment Analysis
— Unverified Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation Sep 10, 2019 Diversity Domain Adaptation
— Unverified Structure-Attentioned Memory Network for Monocular Depth Estimation Sep 10, 2019 Depth Estimation Domain Adaptation
— Unverified On the Evaluation and Real-World Usage Scenarios of Deep Vessel Segmentation for Retinography Sep 9, 2019 Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Depth Prediction from Images Sep 9, 2019 Depth Estimation Depth Prediction
Code Code Available Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback Sep 8, 2019 Domain Adaptation Meta-Learning
Code Code Available Cross Domain Image Matching in Presence of Outliers Sep 8, 2019 Domain Adaptation Outlier Detection
— Unverified Open Compound Domain Adaptation Sep 8, 2019 Domain Adaptation Facial Expression Recognition
— Unverified CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sep 8, 2019 Domain Adaptation domain classification
Code Code Available Abductive Reasoning as Self-Supervision for Common Sense Question Answering Sep 6, 2019 Common Sense Reasoning Domain Adaptation
— Unverified Multi-layer Domain Adaptation for Deep Convolutional Networks Sep 5, 2019 Domain Adaptation Multi-class Classification
— Unverified Intensity augmentation for domain transfer of whole breast segmentation in MRI Sep 5, 2019 Domain Adaptation Segmentation
— Unverified Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Sep 4, 2019 Acoustic Scene Classification BIG-bench Machine Learning
Code Code Available Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Sep 4, 2019 Domain Adaptation General Classification
Code Code Available Beyond Photo Realism for Domain Adaptation from Synthetic Data Sep 4, 2019 Denoising Domain Adaptation
— Unverified Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Data Augmentation Domain Adaptation
— Unverified Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection Sep 2, 2019 Domain Adaptation Object
— Unverified Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data Sep 2, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data Sep 2, 2019 Domain Adaptation Domain Generalization
— Unverified Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Autonomous Driving Domain Adaptation
— Unverified Self-Adaptation for Unsupervised Domain Adaptation Sep 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects Sep 1, 2019 Domain Adaptation Extractive Summarization
— Unverified Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification Aug 30, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Texture Underfitting for Domain Adaptation Aug 29, 2019 Autonomous Driving Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Cross-sensor Pore Detection in High-resolution Fingerprint Images Aug 28, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 