Information-theoretic analysis for transfer learning May 18, 2020 Domain Adaptation Transfer Learning
— Unverified Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation May 18, 2020 Domain Adaptation Organ Segmentation
— Unverified DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks May 16, 2020 Domain Adaptation Inference Attack
— Unverified Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
Code Code Available Partial Domain Adaptation Using Graph Convolutional Networks May 16, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Domain Conditioned Adaptation Network May 14, 2020 Domain Adaptation
Code Code Available 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 Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning May 13, 2020 Domain Adaptation Segmentation
Code Code Available From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning May 13, 2020 Autonomous Driving Deep Reinforcement Learning
— Unverified Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing May 11, 2020 Domain Adaptation Medical Image Analysis
— Unverified Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search May 11, 2020 Domain Adaptation
Code Code Available Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation May 11, 2020 Computed Tomography (CT) Descriptive
Code Code Available VIDIT: Virtual Image Dataset for Illumination Transfer May 11, 2020 Domain Adaptation Image Relighting
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 Domain Adaptation for Image Dehazing May 10, 2020 Domain Adaptation Image Dehazing
Code Code Available Sparsely-Labeled Source Assisted Domain Adaptation May 8, 2020 Clustering Domain Adaptation
— Unverified Source-Relaxed Domain Adaptation for Image Segmentation May 7, 2020 Domain Adaptation Image Segmentation
Code Code Available Domain Adaptation in Highly Imbalanced and Overlapping Datasets May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Quantum correlation alignment for unsupervised domain adaptation May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting May 5, 2020 Domain Adaptation Instance Segmentation
Code Code Available KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis May 2, 2020 Domain Adaptation Sentiment Analysis
Code Code Available Domain Adaptive Multibranch Networks May 1, 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 Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction May 1, 2020 Domain Adaptation Edge Detection
— Unverified SEDAR: a Large Scale French-English Financial Domain Parallel Corpus May 1, 2020 Domain Adaptation Machine Translation
Code Code Available Embedding Space Correlation as a Measure of Domain Similarity May 1, 2020 Domain Adaptation Word Embeddings
— Unverified Latin-Spanish Neural Machine Translation: from the Bible to Saint Augustine May 1, 2020 Domain Adaptation Machine Translation
— Unverified We Need to Talk About Random Splits May 1, 2020 Domain Adaptation
Code Code Available Adversarial domain adaptation to reduce sample bias of a high energy physics classifier May 1, 2020 BIG-bench Machine Learning Classification
— Unverified COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Apr 30, 2020 COVID-19 Diagnosis Diagnostic
Code Code Available Addressing Zero-Resource Domains Using Document-Level Context in Neural Machine Translation Apr 30, 2020 Domain Adaptation Machine Translation
— Unverified Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching Apr 30, 2020 Acoustic Scene Classification Domain Adaptation
— Unverified Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation Apr 30, 2020 de-en Domain Adaptation
— Unverified Fact or Fiction: Verifying Scientific Claims Apr 30, 2020 Claim Verification Domain Adaptation
Code Code Available Towards Accurate and Robust Domain Adaptation under Noisy Environments Apr 27, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Apr 27, 2020 Domain Adaptation Segmentation
— Unverified Maximum Density Divergence for Domain Adaptation Apr 27, 2020 Domain Adaptation Metric Learning
Code Code Available Federated Transfer Learning for EEG Signal Classification Apr 26, 2020 Classification Domain Adaptation
Code Code Available Cross-Domain Structure Preserving Projection for Heterogeneous Domain Adaptation Apr 26, 2020 Domain Adaptation Transfer Learning
Code Code Available L-Vector: Neural Label Embedding for Domain Adaptation Apr 25, 2020 Domain Adaptation
— Unverified StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-Identification Apr 25, 2020 Domain Adaptation Vehicle Re-Identification
— 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 A survey on domain adaptation theory: learning bounds and theoretical guarantees Apr 24, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Apr 24, 2020 Domain Adaptation Semantic Segmentation
— Unverified Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol Apr 23, 2020 Domain Adaptation Few-Shot Learning
Code Code Available Metric-Learning-Assisted Domain Adaptation Apr 23, 2020 Domain Adaptation Metric Learning
— 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 A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification Apr 22, 2020 Classification Domain Adaptation
— Unverified 