Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection Jun 1, 2021 Abusive Language Domain Adaptation
— 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 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 DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder May 26, 2021 Autonomous Navigation Autonomous Vehicles
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation May 23, 2021 Domain Adaptation Segmentation
Code Code Available Correlated Adversarial Joint Discrepancy Adaptation Network May 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training May 17, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning May 17, 2021 Clustering 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 Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation May 17, 2021 Depth Estimation Domain Adaptation
Code Code Available Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer May 16, 2021 Domain Adaptation Material Recognition
— Unverified MOST: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning May 13, 2021 Domain Adaptation Imitation Learning
Code Code Available 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 Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation May 5, 2021 Domain Adaptation Pseudo Label
— Unverified Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation May 5, 2021 Contrastive Learning Domain Adaptation
— 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 Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Apr 27, 2021 Domain Adaptation Person Re-Identification
Code Code Available If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains Apr 23, 2021 Domain Adaptation Pseudo Label
— Unverified Visualizing Adapted Knowledge in Domain Transfer Apr 20, 2021 Domain Adaptation Explainable artificial intelligence
Code Code Available Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Iterative Alignment Flows Apr 15, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified UDALM: Unsupervised Domain Adaptation through Language Modeling Apr 14, 2021 Domain Adaptation Language Modeling
Code Code Available Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
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 Unsupervised Multi-source Domain Adaptation Without Access to Source Data Apr 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression Apr 5, 2021 Domain Adaptation regression
— Unverified DINE: Domain Adaptation from Single and Multiple Black-box Predictors Apr 4, 2021 Domain Adaptation Transductive Learning
Code Code Available 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 Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Apr 3, 2021 Clustering Domain Adaptation
Code Code Available S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Apr 2, 2021 3D geometry Depth Estimation
Code Code Available Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings Apr 1, 2021 Domain Adaptation Language Modeling
— Unverified Unsupervised Domain Expansion for Visual Categorization Apr 1, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Confidence Calibration for Domain Generalization under Covariate Shift Apr 1, 2021 Domain Adaptation Domain Generalization
— Unverified Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Mar 31, 2021 Contrastive Learning Domain Adaptation
Code Code Available Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Mar 31, 2021 Age Estimation Domain Adaptation
— Unverified Geometric Unsupervised Domain Adaptation for Semantic Segmentation Mar 30, 2021 Depth Estimation Depth Prediction
— Unverified Source-Free Domain Adaptation for Semantic Segmentation Mar 30, 2021 Domain Adaptation Segmentation
— Unverified 