MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry Jul 15, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Jul 13, 2020 Cardiac Segmentation Domain Adaptation
— Unverified FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing Jul 13, 2020 Domain Adaptation Transfer Learning
— Unverified Pose-aware Adversarial Domain Adaptation for Personalized Facial Expression Recognition Jul 12, 2020 Disentanglement Domain Adaptation
— Unverified Joint Partial Optimal Transport for Open Set Domain Adaptation Jul 11, 2020 Domain Adaptation
— Unverified Patient-Specific Domain Adaptation for Fast Optical Flow Based on Teacher-Student Knowledge Transfer Jul 9, 2020 Domain Adaptation Motion Estimation
— Unverified Synthetic-to-Real Domain Adaptation for Lane Detection Jul 8, 2020 Autonomous Driving Domain Adaptation
— Unverified Dual Mixup Regularized Learning for Adversarial Domain Adaptation Jul 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation for Ultrasound Beamforming Jul 6, 2020 Domain Adaptation
— Unverified Interpreting Stellar Spectra with Unsupervised Domain Adaptation Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jul 5, 2020 Domain Adaptation Relation
Code Code Available Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Jul 5, 2020 Domain Adaptation image-classification
Code Code Available Domain Adaptation for Robust Workload Level Alignment Between Sessions and Subjects using fNIRS Jul 2, 2020 Domain Adaptation
— Unverified Sequential Domain Adaptation through Elastic Weight Consolidation for Sentiment Analysis Jul 2, 2020 Domain Adaptation Sentiment Analysis
— Unverified Curriculum Manager for Source Selection in Multi-Source Domain Adaptation Jul 2, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Towards Understanding ASR Error Correction for Medical Conversations Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering Jul 1, 2020 Domain Adaptation Logical Reasoning
— Unverified Multi-Cell Compositional LSTM for NER Domain Adaptation Jul 1, 2020 Domain Adaptation Multi-Task Learning
— Unverified Improving Document-Level Neural Machine Translation with Domain Adaptation Jul 1, 2020 Domain Adaptation Machine Translation
— Unverified Xiaomi's Submissions for IWSLT 2020 Open Domain Translation Task Jul 1, 2020 Domain Adaptation Knowledge Distillation
— Unverified Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Jul 1, 2020 Domain Adaptation
— Unverified Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes Jul 1, 2020 Document Classification Domain Adaptation
— Unverified OpusFilter: A Configurable Parallel Corpus Filtering Toolbox Jul 1, 2020 Domain Adaptation Language Identification
— Unverified Learning Efficient Dialogue Policy from Demonstrations through Shaping Jul 1, 2020 Domain Adaptation
— Unverified Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions Jul 1, 2020 Domain Adaptation Transfer Learning
Code Code Available Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis Jul 1, 2020 Domain Adaptation Language Modeling
— Unverified Rethink Maximum Mean Discrepancy for Domain Adaptation Jul 1, 2020 Domain Adaptation
— Unverified NAIST's Machine Translation Systems for IWSLT 2020 Conversational Speech Translation Task Jul 1, 2020 Domain Adaptation Machine Translation
— Unverified Multi-Task Supervised Pretraining for Neural Domain Adaptation Jul 1, 2020 Domain Adaptation Multi-Task Learning
— Unverified Meta-Reinforced Multi-Domain State Generator for Dialogue Systems Jul 1, 2020 Domain Adaptation Meta-Learning
— Unverified A Simple Domain Shifting Networkfor Generating Low Quality Images Jun 30, 2020 Classification Domain Adaptation
Code Code Available Uniform Priors for Data-Efficient Transfer Jun 30, 2020 Domain Adaptation Meta-Learning
— Unverified Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques Jun 30, 2020 Autonomous Driving Autonomous Vehicles
— Unverified A No-Free-Lunch Theorem for MultiTask Learning Jun 29, 2020 Domain Adaptation
— Unverified Unsupervised Calibration under Covariate Shift Jun 29, 2020 Decision Making Domain Adaptation
— Unverified Generalizable Cone Beam CT Esophagus Segmentation Using Physics-Based Data Augmentation Jun 28, 2020 Data Augmentation Domain Adaptation
— Unverified Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Jun 28, 2020 Domain Adaptation Image Segmentation
— Unverified 1st Place Solution for Waymo Open Dataset Challenge -- 3D Detection and Domain Adaptation Jun 28, 2020 Domain Adaptation Object
— Unverified High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images Jun 26, 2020 Domain Adaptation Vocal Bursts Intensity Prediction
— Unverified Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction Jun 25, 2020 Domain Adaptation Image Reconstruction
— Unverified Active Online Learning with Hidden Shifting Domains Jun 25, 2020 Domain Adaptation regression
— Unverified Target Consistency for Domain Adaptation: when Robustness meets Transferability Jun 25, 2020 Domain Adaptation image-classification
— Unverified Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes Jun 25, 2020 Domain Adaptation
— Unverified Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Jun 24, 2020 continuous-control Continuous Control
Code Code Available Robust Domain Adaptation: Representations, Weights and Inductive Bias Jun 24, 2020 Domain Adaptation Inductive Bias
— Unverified Approximating a Target Distribution using Weight Queries Jun 24, 2020 Domain Adaptation Multi-Armed Bandits
Code Code Available Domain Adaptation for Semantic Parsing Jun 23, 2020 Domain Adaptation Semantic Parsing
— Unverified Rethinking Distributional Matching Based Domain Adaptation Jun 23, 2020 Domain Adaptation
Code Code Available Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation Jun 23, 2020 Domain Adaptation Object Recognition
— Unverified Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Jun 23, 2020 Diversity Domain Adaptation
Code Code Available 