Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation May 22, 2020 Domain Adaptation
Code Code Available SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation May 22, 2020 Domain Adaptation image-classification
— Unverified Unsupervised Domain Adaptation in Semantic Segmentation: a Review May 21, 2020 Autonomous Driving Domain Adaptation
— Unverified Cross-Domain Few-Shot Learning with Meta Fine-Tuning May 21, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation May 18, 2020 Domain Adaptation Organ Segmentation
— Unverified Information-theoretic analysis for transfer learning May 18, 2020 Domain Adaptation Transfer Learning
— Unverified Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
Code Code Available DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks May 16, 2020 Domain Adaptation Inference Attack
— Unverified Partial Domain Adaptation Using Graph Convolutional Networks May 16, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning May 13, 2020 Autonomous Driving Deep Reinforcement Learning
— Unverified DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images May 13, 2020 Domain Adaptation Semantic Segmentation
— Unverified Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing May 11, 2020 Domain Adaptation Medical Image Analysis
— Unverified Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation May 11, 2020 Computed Tomography (CT) Descriptive
Code Code Available An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation May 11, 2020 Brain Tumor Segmentation Domain Adaptation
— Unverified Class-Aware Domain Adaptation for Improving Adversarial Robustness May 10, 2020 Adversarial Attack Adversarial Defense
— Unverified Sparsely-Labeled Source Assisted Domain Adaptation May 8, 2020 Clustering Domain Adaptation
— Unverified Quantum correlation alignment for unsupervised domain adaptation May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation in Highly Imbalanced and Overlapping Datasets May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Content-Equivalent Translated Parallel News Corpus and Extension of Domain Adaptation for NMT May 1, 2020 Articles Domain Adaptation
— Unverified Embedding Space Correlation as a Measure of Domain Similarity May 1, 2020 Domain Adaptation Word Embeddings
— Unverified Adversarial domain adaptation to reduce sample bias of a high energy physics classifier May 1, 2020 BIG-bench Machine Learning Classification
— Unverified Latin-Spanish Neural Machine Translation: from the Bible to Saint Augustine May 1, 2020 Domain Adaptation Machine Translation
— Unverified SEDAR: a Large Scale French-English Financial Domain Parallel Corpus May 1, 2020 Domain Adaptation Machine Translation
Code Code Available We Need to Talk About Random Splits May 1, 2020 Domain Adaptation
Code Code Available Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction May 1, 2020 Domain Adaptation Edge Detection
— Unverified Domain Adaptive Multibranch Networks May 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching Apr 30, 2020 Acoustic Scene Classification Domain Adaptation
— Unverified Addressing Zero-Resource Domains Using Document-Level Context in Neural Machine Translation Apr 30, 2020 Domain Adaptation Machine Translation
— Unverified Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation Apr 30, 2020 de-en Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Apr 27, 2020 Domain Adaptation Segmentation
— Unverified StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-Identification Apr 25, 2020 Domain Adaptation Vehicle Re-Identification
— Unverified L-Vector: Neural Label Embedding for Domain Adaptation Apr 25, 2020 Domain Adaptation
— Unverified What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Apr 24, 2020 Domain Adaptation Semantic Segmentation
— Unverified A survey on domain adaptation theory: learning bounds and theoretical guarantees Apr 24, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Expanding Sparse Guidance for Stereo Matching Apr 24, 2020 Domain Adaptation Stereo Matching
— Unverified Explicit Domain Adaptation with Loosely Coupled Samples Apr 24, 2020 Autonomous Driving Domain Adaptation
— Unverified UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection Apr 23, 2020 Domain Adaptation General Classification
— Unverified Metric-Learning-Assisted Domain Adaptation Apr 23, 2020 Domain Adaptation Metric Learning
— Unverified A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification Apr 22, 2020 Classification Domain Adaptation
— Unverified Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation Apr 22, 2020 Domain Adaptation Representation Learning
— Unverified Moment-Based Domain Adaptation: Learning Bounds and Algorithms Apr 22, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Apr 21, 2020 Domain Adaptation Object Categorization
Code Code Available Class Distribution Alignment for Adversarial Domain Adaptation Apr 20, 2020 Domain Adaptation General Classification
— Unverified Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation Apr 20, 2020 Domain Adaptation
— Unverified Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation Apr 19, 2020 Domain Adaptation Semantic Segmentation
— Unverified TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation Apr 19, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Generative Adversarial Networks for Video-to-Video Domain Adaptation Apr 17, 2020 Domain Adaptation Generative Adversarial Network
— Unverified IDDA: a large-scale multi-domain dataset for autonomous driving Apr 17, 2020 Autonomous Driving Domain Adaptation
— Unverified Building a Multi-domain Neural Machine Translation Model using Knowledge Distillation Apr 15, 2020 Domain Adaptation Knowledge Distillation
— Unverified StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization Apr 14, 2020 Domain Adaptation Segmentation
— Unverified 