Adaptive Tree Wasserstein Minimization for Hierarchical Generative Modeling Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified STEM: An Approach to Multi-Source Domain Adaptation With Guarantees Jan 1, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Active Universal Domain Adaptation Jan 1, 2021 Active Learning Domain Adaptation
— Unverified Neighbor Class Consistency on Unsupervised Domain Adaptation Jan 1, 2021 Clustering Domain Adaptation
— Unverified Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis Jan 1, 2021 Domain Adaptation Medical Diagnosis
— Unverified Unified Principles For Multi-Source Transfer Learning Under Label Shifts Jan 1, 2021 Domain Adaptation Transfer Learning
— Unverified How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? Dec 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Dec 28, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Dec 23, 2020 Domain Adaptation Image Segmentation
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer Dec 23, 2020 Domain Adaptation Segmentation
— Unverified Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Dec 21, 2020 Domain Adaptation Generative Adversarial Network
— Unverified Cross-Domain Latent Modulation for Variational Transfer Learning Dec 21, 2020 Domain Adaptation Transfer Learning
— Unverified Hypothesis Disparity Regularized Mutual Information Maximization Dec 15, 2020 Domain Adaptation Transfer Learning
— Unverified A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data Dec 10, 2020 Data Augmentation Domain Adaptation
— Unverified Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation Dec 9, 2020 Domain Adaptation Segmentation
— Unverified Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Dec 9, 2020 Domain Adaptation Pseudo Label
— Unverified In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Dec 8, 2020 Domain Adaptation Time Series
Code Code Available Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Dec 7, 2020 Domain Adaptation Q-Learning
— Unverified Batch Group Normalization Dec 4, 2020 Domain Adaptation Few-Shot Learning
— Unverified Stochastic Adversarial Gradient Embedding for Active Domain Adaptation Dec 3, 2020 Active Learning Diversity
— Unverified Domain Adaptation on Semantic Segmentation for Aerial Images Dec 3, 2020 Domain Adaptation Image Segmentation
— Unverified Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction Dec 1, 2020 Domain Adaptation Sentiment Analysis
— Unverified Unsupervised Approach for Zero-Shot Experiments: Bhojpuri–Hindi and Magahi–Hindi@LoResMT 2020 Dec 1, 2020 Domain Adaptation Machine Translation
— Unverified Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training Nov 26, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Nov 25, 2020 Domain Adaptation Emotion Classification
— Unverified Multi-Domain Adversarial Feature Generalization for Person Re-Identification Nov 25, 2020 Domain Adaptation Domain Generalization
— Unverified Unsupervised domain adaptation based COVID-19 CT infection segmentation network Nov 23, 2020 Computed Tomography (CT) Domain Adaptation
— Unverified Master Thesis: Neural Sign Language Translation by Learning Tokenization Nov 18, 2020 Domain Adaptation Machine Translation
— Unverified Robustified Domain Adaptation Nov 18, 2020 Adversarial Robustness Domain Adaptation
— Unverified Bi-Dimensional Feature Alignment for Cross-Domain Object Detection Nov 14, 2020 Object Object Detection
— Unverified Interventional Domain Adaptation Nov 7, 2020 counterfactual Domain Adaptation
— Unverified Universal Multi-Source Domain Adaptation Nov 5, 2020 Domain Adaptation Universal Domain Adaptation
— Unverified Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling Nov 1, 2020 Cross-Lingual Document Classification Document Classification
— Unverified Unsupervised Domain Adaptation for Visual Navigation Oct 27, 2020 Domain Adaptation Translation
— Unverified On Embodied Visual Navigation in Real Environments Through Habitat Oct 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Oct 23, 2020 Decision Making Domain Adaptation
— Unverified Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Oct 19, 2020 Action Localization Domain Adaptation
— Unverified Teacher-Student Competition for Unsupervised Domain Adaptation Oct 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unveiling Class-Labeling Structure for Universal Domain Adaptation Oct 10, 2020 Domain Adaptation Universal Domain Adaptation
— Unverified Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Oct 9, 2020 Domain Adaptation regression
— Unverified Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach Oct 8, 2020 Density Ratio Estimation Domain Adaptation
— Unverified Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Oct 7, 2020 Domain Adaptation Generalization Bounds
— Unverified A Brief Review of Domain Adaptation Oct 7, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Test-time Unsupervised Domain Adaptation Oct 5, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Oct 5, 2020 Domain Adaptation named-entity-recognition
Code Code Available Distributionally Robust Learning for Unsupervised Domain Adaptation Sep 28, 2020 Density Ratio Estimation Domain Adaptation
— Unverified 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 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 