Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images Apr 13, 2020 Change Detection Domain Adaptation
— Unverified Deep Residual Correction Network for Partial Domain Adaptation Apr 10, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation Apr 9, 2020 Domain Adaptation Meta-Learning
— Unverified AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching Apr 9, 2020 Domain Adaptation Stereo Matching
— Unverified Towards Reusable Network Components by Learning Compatible Representations Apr 8, 2020 Computational Efficiency Domain Adaptation
— Unverified S2A: Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis Apr 8, 2020 Domain Adaptation
— Unverified Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA Apr 7, 2020 Domain Adaptation named-entity-recognition
Code Code Available Dynamic Data Selection and Weighting for Iterative Back-Translation Apr 7, 2020 Domain Adaptation Machine Translation
Code Code Available Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings Apr 6, 2020 Bilingual Lexicon Induction Domain Adaptation
— Unverified Meta-Learning for Few-Shot NMT Adaptation Apr 6, 2020 Domain Adaptation Machine Translation
— Unverified Learning Pose-invariant 3D Object Reconstruction from Single-view Images Apr 3, 2020 3D Object Reconstruction Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Progressive Domain Augmentation Apr 3, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available Tracking by Instance Detection: A Meta-Learning Approach Apr 2, 2020 Domain Adaptation Meta-Learning
— Unverified Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation Apr 2, 2020 Domain Adaptation Semantic Segmentation
— Unverified Learning Agile Robotic Locomotion Skills by Imitating Animals Apr 2, 2020 Domain Adaptation Imitation Learning
— Unverified Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation Mar 31, 2020 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Learning Cross-domain Semantic-Visual Relationships for Transductive Zero-Shot Learning Mar 31, 2020 Domain Adaptation Zero-Shot Learning
— Unverified Semantic Domain Adversarial Networks for Unsupervised Domain Adaptation Mar 30, 2020 Domain Adaptation Object Recognition
— Unverified Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training Mar 30, 2020 Domain Adaptation Model Selection
— Unverified Adaptive Object Detection with Dual Multi-Label Prediction Mar 29, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Mutual Learning Network for Multi-Source Domain Adaptation Mar 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Mar 29, 2020 Domain Adaptation Instance Segmentation
— Unverified One-Shot Domain Adaptation For Face Generation Mar 28, 2020 Domain Adaptation Face Generation
— Unverified Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Mar 27, 2020 6D Pose Estimation using RGB Domain Adaptation
— Unverified Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement Mar 27, 2020 Disentanglement Domain Adaptation
— Unverified Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment Mar 26, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Learning transferable and discriminative features for unsupervised domain adaptation Mar 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation Mar 23, 2020 Domain Adaptation Management
— Unverified Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Mar 22, 2020 Domain Adaptation Natural Language Understanding
— Unverified Unsupervised Latent Space Translation Network Mar 20, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Mar 20, 2020 Domain Adaptation Self-Learning
Code Code Available Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Mar 19, 2020 Domain Adaptation object-detection
— Unverified Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels Mar 18, 2020 Domain Adaptation Self-Supervised Learning
— Unverified Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously Mar 18, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Teacher-Student Domain Adaptation for Biosensor Models Mar 17, 2020 Deep Learning Domain Adaptation
— Unverified A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Mar 16, 2020 Classification Domain Adaptation
— Unverified Domain Adaptive Ensemble Learning Mar 16, 2020 Domain Adaptation Domain Generalization
— Unverified Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency Mar 14, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Class Conditional Alignment for Partial Domain Adaptation Mar 14, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Investigating Generalization in Neural Networks under Optimally Evolved Training Perturbations Mar 14, 2020 Domain Adaptation
Code Code Available ASR Error Correction and Domain Adaptation Using Machine Translation Mar 13, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains Mar 13, 2020 Domain Adaptation Representation Learning
— Unverified Semantic Segmentation of highly class imbalanced fully labelled 3D volumetric biomedical images and unsupervised Domain Adaptation of the pre-trained Segmentation Network to segment another fully unlabelled Biomedical 3D Image stack Mar 13, 2020 Domain Adaptation Segmentation
— Unverified Fisher Deep Domain Adaptation Mar 12, 2020 Domain Adaptation
Code Code Available Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Mar 10, 2020 Domain Adaptation Scene Understanding
— Unverified Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Mar 10, 2020 Domain Adaptation Multi-class Classification
— Unverified HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images Mar 10, 2020 Autonomous Driving Camera Calibration
— Unverified Context-Aware Domain Adaptation in Semantic Segmentation Mar 9, 2020 Domain Adaptation Semantic Segmentation
— Unverified Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay Mar 9, 2020 Domain Adaptation Transfer Learning
— Unverified 