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 Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Jan 26, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available 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 Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Jan 18, 2021 Domain Adaptation image-classification
— Unverified Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Jan 18, 2021 Domain Adaptation Image Segmentation
— 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 Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available 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 Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Active Universal Domain Adaptation Jan 1, 2021 Active Learning Domain Adaptation
— Unverified Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation Jan 1, 2021 Domain Adaptation Pseudo Label
— Unverified S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation Jan 1, 2021 Domain Adaptation Domain Generalization
— Unverified Adaptive Adversarial Network for Source-Free Domain Adaptation Jan 1, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds Jan 1, 2021 Domain Adaptation Point Cloud Classification
Code Code Available STEM: An Approach to Multi-Source Domain Adaptation With Guarantees Jan 1, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Energy-constrained Self-training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation image-classification
— Unverified Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis Jan 1, 2021 Domain Adaptation Medical Diagnosis
— Unverified EMTL: A Generative Domain Adaptation Approach Jan 1, 2021 Density Estimation Domain Adaptation
— Unverified Disentangled cyclic reconstruction for domain adaptation Jan 1, 2021 Disentanglement Domain Adaptation
— Unverified Collaborative Normalization for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Simple Unified Information Regularization Framework for Multi-Source Domain Adaptation Jan 1, 2021 Computational Efficiency Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Minimized Joint Error Jan 1, 2021 Domain Adaptation image-classification
— Unverified Neighbor Class Consistency on Unsupervised Domain Adaptation Jan 1, 2021 Clustering Domain Adaptation
— Unverified Test-Time Adaptation and Adversarial Robustness Jan 1, 2021 Adversarial Robustness Domain Adaptation
— Unverified Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization Jan 1, 2021 Domain Adaptation Privacy Preserving
— Unverified Transferable Feature Learning on Graphs Across Visual Domains Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks Jan 1, 2021 Domain Adaptation Generalization Bounds
— Unverified Dual Adversarial Training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adaptive Tree Wasserstein Minimization for Hierarchical Generative Modeling Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— 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 Cross-Domain Latent Modulation for Variational Transfer Learning Dec 21, 2020 Domain Adaptation Transfer Learning
— Unverified Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Dec 21, 2020 Domain Adaptation Generative Adversarial Network
— Unverified SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Dec 21, 2020 Domain Adaptation Pseudo Label
Code Code Available Hypothesis Disparity Regularized Mutual Information Maximization Dec 15, 2020 Domain Adaptation Transfer Learning
— Unverified Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection Dec 15, 2020 Domain Adaptation Object
Code Code Available Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data Dec 10, 2020 Data Augmentation Domain Adaptation
— Unverified Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Dec 9, 2020 Domain Adaptation Pseudo Label
— Unverified 