Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels Jan 1, 2022 Domain Adaptation Representation Learning
— Unverified Generalizing Gaze Estimation With Rotation Consistency Jan 1, 2022 Domain Adaptation Gaze Estimation
— Unverified An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Dec 31, 2021 Domain Adaptation Prediction
— Unverified Data-Free Knowledge Transfer: A Survey Dec 31, 2021 Data-free Knowledge Distillation Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Constraining Star Formation Histories Dec 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available FRIDA -- Generative Feature Replay for Incremental Domain Adaptation Dec 28, 2021 Domain Adaptation Generative Adversarial Network
— Unverified Disentanglement by Cyclic Reconstruction Dec 24, 2021 Disentanglement Domain Adaptation
Code Code Available Pre-Training Transformers for Domain Adaptation Dec 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation on Point Clouds via Geometry-Aware Implicits Dec 17, 2021 Autonomous Driving Domain Adaptation
Code Code Available Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Dec 16, 2021 Domain Adaptation Image-to-Image Translation
— Unverified UMAD: Universal Model Adaptation under Domain and Category Shift Dec 16, 2021 Domain Adaptation Universal Domain Adaptation
— Unverified Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification Dec 16, 2021 Generalizable Person Re-identification Mixture-of-Experts
Code Code Available GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Dec 14, 2021 Domain Adaptation Retrieval
Code Code Available A Survey of Unsupervised Domain Adaptation for Visual Recognition Dec 13, 2021 Domain Adaptation Survey
— Unverified Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains Dec 13, 2021 Domain Adaptation Image Quality Assessment
— Unverified Spatial Graph Convolutional Neural Network via Structured Subdomain Adaptation and Domain Adversarial Learning for Bearing Fault Diagnosis Dec 11, 2021 Domain Adaptation Fault Diagnosis
— Unverified Self-Ensemling for 3D Point Cloud Domain Adaption Dec 10, 2021 Autonomous Driving Domain Adaptation
— Unverified Unsupervised JPEG Domain Adaptation for Practical Digital Image Forensics Dec 9, 2021 Domain Adaptation Image Forensics
Code Code Available Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Dec 9, 2021 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available Burn After Reading: Online Adaptation for Cross-domain Streaming Data Dec 8, 2021 Diversity Domain Adaptation
— Unverified Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey Dec 6, 2021 Domain Adaptation Domain Generalization
— Unverified Unsupervised Adaptation of Semantic Segmentation Models without Source Data Dec 4, 2021 Domain Adaptation Semantic Segmentation
— Unverified Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Dec 3, 2021 Domain Adaptation Pseudo Label
— Unverified Hierarchical Optimal Transport for Unsupervised Domain Adaptation Dec 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization Dec 1, 2021 Autonomous Driving Domain Adaptation
Code Code Available Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Lifelong Domain Adaptation via Consolidated Internal Distribution Dec 1, 2021 Continual Learning Domain Adaptation
— Unverified Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Dec 1, 2021 Domain Adaptation Representation Learning
Code Code Available Implicit Semantic Response Alignment for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation Dec 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified The balancing principle for parameter choice in distance-regularized domain adaptation Dec 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation: A Reality Check Nov 30, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Nov 30, 2021 Domain Adaptation Domain Generalization
Code Code Available Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Nov 30, 2021 Autonomous Driving Domain Adaptation
Code Code Available Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations Nov 29, 2021 Contrastive Learning Domain Adaptation
— Unverified Self-supervised Autoregressive Domain Adaptation for Time Series Data Nov 29, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Nov 29, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation Nov 25, 2021 Domain Adaptation Transfer Learning
— Unverified UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation Nov 24, 2021 6D Pose Estimation using RGBD Domain Adaptation
— Unverified Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Nov 24, 2021 Domain Adaptation Organ Segmentation
Code Code Available Self-Supervised Pre-Training for Transformer-Based Person Re-Identification Nov 23, 2021 Domain Adaptation Person Re-Identification
Code Code Available Unsupervised Domain Adaptation for RF-based Gesture Recognition Nov 20, 2021 Data Augmentation Domain Adaptation
— Unverified Progressive learning with multi-scale attention network for cross-domain vehicle re-identification Nov 19, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Edge-preserving Domain Adaptation for semantic segmentation of Medical Images Nov 18, 2021 Domain Adaptation Segmentation
— Unverified Cryo-shift: Reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization Nov 17, 2021 Classification Domain Adaptation
— Unverified 