Multi-Target Domain Adaptation with Collaborative Consistency Learning Jun 7, 2021 Domain Adaptation Multi-target Domain Adaptation
— Unverified Generalized Domain Adaptation Jun 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Why be adversarial? Let's cooperate!: Cooperative Dataset Alignment via JSD Upper Bound Jun 2, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal Jun 2, 2021 Domain Adaptation Facial Expression Recognition
— Unverified Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding Jun 1, 2021 Domain Adaptation Sentiment Analysis
Code Code Available Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners Jun 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection Jun 1, 2021 Abusive Language Domain Adaptation
— Unverified Unsupervised Domain Adaptation of Object Detectors: A Survey May 27, 2021 Autonomous Navigation Domain Adaptation
— Unverified Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint May 27, 2021 Domain Adaptation Segmentation
— Unverified Correlated Adversarial Joint Discrepancy Adaptation Network May 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation May 17, 2021 Brain Tumor Segmentation Domain Adaptation
Code Code Available Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning May 17, 2021 Clustering Domain Adaptation
— Unverified Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer May 16, 2021 Domain Adaptation Material Recognition
— Unverified Unsupervised domain adaptation via double classifiers based on high confidence pseudo label May 11, 2021 Domain Adaptation Pseudo Label
— Unverified Aggregating From Multiple Target-Shifted Sources May 9, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation May 7, 2021 Clustering Domain Adaptation
— Unverified Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation May 5, 2021 Contrastive Learning Domain Adaptation
— Unverified Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation May 5, 2021 Domain Adaptation Pseudo Label
— Unverified Reproducibility of "FDA: Fourier Domain Adaptation forSemantic Segmentation Apr 30, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Apr 29, 2021 Domain Adaptation Ensemble Learning
Code Code Available Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Apr 28, 2021 Data Augmentation Domain Adaptation
— Unverified Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks Apr 28, 2021 Domain Adaptation Generative Adversarial Network
— Unverified Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Apr 27, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains Apr 23, 2021 Domain Adaptation Pseudo Label
— Unverified Iterative Alignment Flows Apr 15, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available UDALM: Unsupervised Domain Adaptation through Language Modeling Apr 14, 2021 Domain Adaptation Language Modeling
Code Code Available A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds Apr 12, 2021 Domain Adaptation Point Cloud Classification
— Unverified FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection Apr 10, 2021 Articles Domain Adaptation
Code Code Available Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression Apr 5, 2021 Domain Adaptation regression
— Unverified Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management Apr 3, 2021 Domain Adaptation Graph Neural Network
— Unverified Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings Apr 1, 2021 Domain Adaptation Language Modeling
— Unverified Confidence Calibration for Domain Generalization under Covariate Shift Apr 1, 2021 Domain Adaptation Domain Generalization
— Unverified Unsupervised Domain Expansion for Visual Categorization Apr 1, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Mar 31, 2021 Age Estimation Domain Adaptation
— Unverified Source-Free Domain Adaptation for Semantic Segmentation Mar 30, 2021 Domain Adaptation Segmentation
— Unverified Geometric Unsupervised Domain Adaptation for Semantic Segmentation Mar 30, 2021 Depth Estimation Depth Prediction
— Unverified Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation Mar 29, 2021 Domain Adaptation Ensemble Learning
— Unverified Category-Adaptive Domain Adaptation for Semantic Segmentation Mar 29, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Domain-robust VQA with diverse datasets and methods but no target labels Mar 29, 2021 Domain Adaptation Object Recognition
— Unverified Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Mar 26, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection Mar 26, 2021 3D Object Detection Autonomous Driving
— Unverified Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Mar 26, 2021 Domain Adaptation Image-to-Image Translation
— Unverified VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation Mar 26, 2021 Domain Adaptation Object Recognition
— Unverified Unsupervised Robust Domain Adaptation without Source Data Mar 26, 2021 Domain Adaptation image-classification
— Unverified On Evolving Attention Towards Domain Adaptation Mar 25, 2021 Domain Adaptation Partial Domain Adaptation
— Unverified Inferring Latent Domains for Unsupervised Deep Domain Adaptation Mar 25, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Mar 24, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Mar 24, 2021 Domain Adaptation Segmentation
— Unverified 