Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation Mar 29, 2021 Domain Adaptation Ensemble Learning
— Unverified Domain-robust VQA with diverse datasets and methods but no target labels Mar 29, 2021 Domain Adaptation Object Recognition
— Unverified Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available Category-Adaptive Domain Adaptation for Semantic Segmentation Mar 29, 2021 Domain Adaptation Self-Supervised Learning
— Unverified From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Mar 27, 2021 Animal Pose Estimation Domain Adaptation
Code Code Available Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Mar 26, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Mar 26, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Unsupervised Robust Domain Adaptation without Source Data Mar 26, 2021 Domain Adaptation image-classification
— Unverified Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection Mar 26, 2021 3D Object Detection Autonomous Driving
— Unverified VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation Mar 26, 2021 Domain Adaptation Object Recognition
— Unverified On Evolving Attention Towards Domain Adaptation Mar 25, 2021 Domain Adaptation Partial Domain Adaptation
— Unverified Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Mar 25, 2021 Domain Adaptation Geometric Matching
Code Code Available MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Mar 25, 2021 Classification Domain Adaptation
Code Code Available 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 Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Mar 23, 2021 Contrastive Learning Domain Adaptation
— Unverified Dynamic Weighted Learning for Unsupervised Domain Adaptation Mar 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cluster Contrast for Unsupervised Person Re-Identification Mar 22, 2021 Clustering Domain Adaptation
Code Code Available Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Mar 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised and self-adaptative techniques for cross-domain person re-identification Mar 21, 2021 Decision Making Domain Adaptation
Code Code Available ConDA: Continual Unsupervised Domain Adaptation Mar 19, 2021 Domain Adaptation Management
— Unverified An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
Code Code Available Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Mar 15, 2021 Domain Adaptation Image Segmentation
Code Code Available Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss Mar 10, 2021 Autonomous Driving Contrastive Learning
— Unverified Limitations of Post-Hoc Feature Alignment for Robustness Mar 10, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation Mar 9, 2021 Domain Adaptation Meta-Learning
Code Code Available ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection Mar 9, 2021 3D Object Detection Data Augmentation
Code Code Available Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation Mar 8, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation Mar 8, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment Mar 6, 2021 Domain Adaptation Gesture Recognition
— Unverified Vicinal and categorical domain adaptation Mar 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cycle Self-Training for Domain Adaptation Mar 5, 2021 Domain Adaptation Sentiment Analysis
Code Code Available Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning Mar 4, 2021 Domain Adaptation General Classification
— Unverified Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation Mar 3, 2021 Domain Adaptation Image Segmentation
— Unverified Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Mar 2, 2021 Domain Adaptation Scene Understanding
— Unverified Pseudo-labeling for Scalable 3D Object Detection Mar 2, 2021 3D Object Detection Autonomous Vehicles
— Unverified Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection Feb 28, 2021 Domain Adaptation EEG
— Unverified Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Feb 27, 2021 Domain Adaptation Object
Code Code Available Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation Feb 26, 2021 Diversity Domain Adaptation
— Unverified Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Feb 25, 2021 Domain Adaptation Segmentation
— Unverified Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation Feb 23, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Learning Deep Features for Shape Correspondence with Domain Invariance Feb 21, 2021 Anatomy Domain Adaptation
— Unverified Domain Impression: A Source Data Free Domain Adaptation Method Feb 17, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Feb 15, 2021 Domain Adaptation General Classification
— Unverified Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection Feb 13, 2021 Clustering Deep Clustering
— Unverified Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Feb 12, 2021 Domain Adaptation Pseudo Label
— Unverified Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge Feb 11, 2021 Causal Inference counterfactual
— Unverified 