Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation Oct 14, 2020 Domain Adaptation Lesion Segmentation
Code Code Available Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching Oct 13, 2020 Domain Adaptation Semi-Supervised Image Classification
— Unverified Invariant Representation Learning for Infant Pose Estimation with Small Data Oct 13, 2020 Domain Adaptation Pose Estimation
Code Code Available End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems Oct 12, 2020 Decoder Domain Adaptation
Code Code Available Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation Oct 12, 2020 Domain Adaptation
Code Code Available Multi-Stage Pre-training for Low-Resource Domain Adaptation Oct 12, 2020 Document Ranking Domain Adaptation
— Unverified H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement Oct 11, 2020 Domain Adaptation Segmentation
— Unverified Data-driven Regularized Inference Privacy Oct 10, 2020 Decision Making Domain Adaptation
— Unverified Unveiling Class-Labeling Structure for Universal Domain Adaptation Oct 10, 2020 Domain Adaptation Universal Domain Adaptation
— Unverified Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oct 9, 2020 Domain Adaptation Domain Generalization
Code Code Available A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine Oct 9, 2020 Domain Adaptation Representation Learning
— Unverified Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance Oct 9, 2020 Domain Adaptation
— Unverified Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Oct 9, 2020 Domain Adaptation regression
— Unverified Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding Oct 9, 2020 Domain Adaptation Language Modeling
— Unverified Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection Oct 8, 2020 Decoder Domain Adaptation
— Unverified Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach Oct 8, 2020 Density Ratio Estimation Domain Adaptation
— Unverified Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features Oct 8, 2020 Domain Adaptation General Classification
Code Code Available Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Oct 7, 2020 Domain Adaptation Generalization Bounds
— Unverified Filtering in tractography using autoencoders (FINTA) Oct 7, 2020 Anatomy Diffusion MRI
— Unverified A Brief Review of Domain Adaptation Oct 7, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Oct 7, 2020 Domain Adaptation Meta-Learning
— Unverified Arbitrary Style Transfer using Graph Instance Normalization Oct 6, 2020 Domain Adaptation Image Generation
— Unverified Iterative Domain-Repaired Back-Translation Oct 6, 2020 Domain Adaptation NMT
— Unverified Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Oct 5, 2020 Domain Adaptation named-entity-recognition
Code Code Available Test-time Unsupervised Domain Adaptation Oct 5, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation Oct 3, 2020 Decoder Depth Estimation
Code Code Available Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation Oct 2, 2020 Dimensionality Reduction Domain Adaptation
Code Code Available Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Oct 2, 2020 Domain Adaptation Saliency Detection
Code Code Available Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images Oct 2, 2020 Domain Adaptation Object
— Unverified Open Set Domain Adaptation using Optimal Transport Oct 2, 2020 Domain Adaptation
— Unverified 半监督跨领域语义依存分析技术研究(Semi-supervised Domain Adaptation for Semantic Dependency Parsing) Oct 1, 2020 Dependency Parsing Domain Adaptation
— Unverified Cross-Lingual Domain Adaptation for Dependency Parsing Oct 1, 2020 Dependency Parsing Domain Adaptation
— Unverified Attention-based Domain Adaption Using Transfer Learning for Part-of-Speech Tagging: An Experiment on the Hindi language Oct 1, 2020 Domain Adaptation Part-Of-Speech Tagging
— Unverified DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization Oct 1, 2020 Autonomous Driving Domain Adaptation
Code Code Available Open-Set Hypothesis Transfer with Semantic Consistency Oct 1, 2020 Domain Adaptation
— Unverified Self-grouping Convolutional Neural Networks Sep 29, 2020 Clustering Computational Efficiency
Code Code Available Tackling unsupervised multi-source domain adaptation with optimism and consistency Sep 29, 2020 Domain Adaptation Open-Ended Question Answering
Code Code Available Ensemble Multi-Source Domain Adaptation with Pseudolabels Sep 29, 2020 Domain Adaptation Ensemble Learning
— Unverified Distributionally Robust Learning for Unsupervised Domain Adaptation Sep 28, 2020 Density Ratio Estimation Domain Adaptation
— Unverified On Size Generalization in Graph Neural Networks Sep 28, 2020 Combinatorial Optimization Domain Adaptation
— Unverified DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available Unsupervised Model Adaptation for Continual Semantic Segmentation Sep 26, 2020 Continual Semantic Segmentation Domain Adaptation
Code Code Available Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Sep 25, 2020 Decoder Domain Adaptation
— Unverified Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Sep 24, 2020 Deep Reinforcement Learning Domain Adaptation
— Unverified Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation Domain Adaptation
Code Code Available Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available 