Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Mar 23, 2021 Contrastive Learning Domain Adaptation
— Unverified Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Mar 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dynamic Weighted Learning for Unsupervised 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 Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss Mar 10, 2021 Autonomous Driving Contrastive Learning
— Unverified 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 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 Pseudo-labeling for Scalable 3D Object Detection Mar 2, 2021 3D Object Detection Autonomous Vehicles
— Unverified Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Mar 2, 2021 Domain Adaptation Scene Understanding
— Unverified Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection Feb 28, 2021 Domain Adaptation EEG
— Unverified 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 Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge Feb 11, 2021 Causal Inference counterfactual
— Unverified Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency Jan 29, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Jan 29, 2021 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Jan 19, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Jan 18, 2021 Domain Adaptation Image Segmentation
— Unverified Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Jan 18, 2021 Domain Adaptation image-classification
— Unverified Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Jan 15, 2021 Adversarial Robustness Continual Learning
— Unverified Unsupervised Domain Adaptation of Black-Box Source Models Jan 8, 2021 Domain Adaptation Learning with noisy labels
Code Code Available Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation Jan 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learn by Guessing: Multi-Step Pseudo-Label Refinement for Person Re-Identification Jan 4, 2021 Clustering Domain Adaptation
— Unverified Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Jan 3, 2021 Domain Adaptation Music Source Separation
— Unverified Domain Adaptation for the Segmentation of Confidential Medical Images Jan 2, 2021 Domain Adaptation Image Segmentation
Code Code Available f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks Jan 1, 2021 Domain Adaptation Generalization Bounds
— Unverified Transferable Feature Learning on Graphs Across Visual Domains Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization Jan 1, 2021 Domain Adaptation Privacy Preserving
— Unverified Collaborative Normalization for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Minimized Joint Error Jan 1, 2021 Domain Adaptation image-classification
— Unverified Disentangled cyclic reconstruction for domain adaptation Jan 1, 2021 Disentanglement Domain Adaptation
— Unverified Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation Jan 1, 2021 Domain Adaptation Domain Generalization
— Unverified Test-Time Adaptation and Adversarial Robustness Jan 1, 2021 Adversarial Robustness Domain Adaptation
— Unverified A Simple Unified Information Regularization Framework for Multi-Source Domain Adaptation Jan 1, 2021 Computational Efficiency Domain Adaptation
— Unverified Adaptive Adversarial Network for Source-Free Domain Adaptation Jan 1, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified Dual Adversarial Training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified EMTL: A Generative Domain Adaptation Approach Jan 1, 2021 Density Estimation Domain Adaptation
— Unverified Energy-constrained Self-training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation image-classification
— Unverified Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation Jan 1, 2021 Domain Adaptation Pseudo Label
— Unverified 