MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Dec 2, 2022 Domain Adaptation image-classification
Code Code Available CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Dec 1, 2022 Domain Adaptation Scene Segmentation
— Unverified CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Dec 1, 2022 Domain Adaptation Pseudo Label
Code Code Available Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training Nov 30, 2022 Anatomy Computed Tomography (CT)
Code Code Available BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection Nov 30, 2022 3D Object Detection Autonomous Driving
— Unverified QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images Nov 29, 2022 Domain Adaptation Pseudo Label
— Unverified Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation Nov 28, 2022 Domain Adaptation Image Segmentation
— Unverified Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Nov 27, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition Nov 25, 2022 Activity Recognition Domain Adaptation
Code Code Available Unsupervised Continual Semantic Adaptation through Neural Rendering Nov 25, 2022 Domain Adaptation NeRF
Code Code Available Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation Nov 22, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available GAN Inversion for Image Editing via Unsupervised Domain Adaptation Nov 22, 2022 Domain Adaptation Image Reconstruction
— Unverified Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier Nov 21, 2022 All Contrastive Learning
— Unverified ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Nov 21, 2022 Domain Adaptation Image Classification
— Unverified Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Nov 21, 2022 Domain Adaptation Scene Understanding
Code Code Available Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction Nov 20, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Nov 17, 2022 Action Recognition Deep Learning
Code Code Available AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Nov 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models Nov 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Nov 15, 2022 Domain Adaptation Knowledge Distillation
— Unverified Explaining Cross-Domain Recognition with Interpretable Deep Classifier Nov 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration Nov 14, 2022 Domain Adaptation Pseudo Label
— Unverified PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Nov 14, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Nov 8, 2022 Continual Pretraining Domain Adaptation
Code Code Available Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID Nov 7, 2022 Clustering Contrastive Learning
Code Code Available MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Nov 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Oct 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Oct 24, 2022 Domain Adaptation Transfer Learning
— Unverified Adaptive Cross-Domain Learning for Generalizable Person Re-Identification Oct 23, 2022 Generalizable Person Re-identification Person Re-Identification
— Unverified ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping Oct 19, 2022 Domain Adaptation Neural Architecture Search
— Unverified Simple and Effective Unsupervised Speech Translation Oct 18, 2022 Domain Adaptation Machine Translation
— Unverified Self-Distillation for Unsupervised 3D Domain Adaptation Oct 15, 2022 Classification Domain Adaptation
— Unverified Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Oct 14, 2022 Clustering Domain Adaptation
Code Code Available SAILOR: Scaling Anchors via Insights into Latent Object Representation Oct 14, 2022 3D Object Detection Domain Adaptation
Code Code Available Hierarchical Instance Mixing across Domains in Aerial Segmentation Oct 12, 2022 Autonomous Driving Domain Adaptation
— Unverified Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Oct 11, 2022 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data Oct 10, 2022 Domain Adaptation Image Segmentation
— Unverified Visual Prompt Tuning for Test-time Domain Adaptation Oct 10, 2022 Domain Adaptation Test-time Adaptation
— Unverified Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive Learning Oct 9, 2022 Contrastive Learning Domain Adaptation
Code Code Available 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Oct 9, 2022 3D Reconstruction Domain Adaptation
Code Code Available Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network Oct 9, 2022 Domain Adaptation image-classification
Code Code Available IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels Oct 7, 2022 Domain Adaptation Pseudo Label
— Unverified Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup Oct 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Oct 6, 2022 Autonomous Driving Domain Adaptation
— Unverified WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Oct 5, 2022 Domain Adaptation Image Segmentation
Code Code Available 