CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Dec 1, 2022 Domain Adaptation Pseudo Label
Code Code Available Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Nov 27, 2022 Domain Adaptation Semantic Segmentation
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 ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Nov 17, 2022 Action Recognition Deep Learning
Code Code Available 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 ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available 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 RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network Oct 9, 2022 Domain Adaptation image-classification
Code Code Available A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Sep 28, 2022 Action Detection Domain Adaptation
Code Code Available 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation Domain Adaptation
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Sep 15, 2022 Pseudo Label Semantic Segmentation
Code Code Available Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection Sep 14, 2022 3D Object Detection Autonomous Driving
Code Code Available Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Sep 1, 2022 Domain Adaptation Land Cover Classification
Code Code Available Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Aug 30, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Aug 27, 2022 Contrastive Learning Domain Adaptation
Code Code Available Domain Adaptation with Adversarial Training on Penultimate Activations Aug 26, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Aug 23, 2022 Data Augmentation Domain Adaptation
Code Code Available Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
Code Code Available Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory Aug 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Jul 22, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions Jul 21, 2022 Domain Adaptation Online Domain Adaptation
Code Code Available GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Jul 20, 2022 Autonomous Driving Domain Adaptation
Code Code Available Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Jul 20, 2022 3D Action Recognition Action Recognition
Code Code Available DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Jul 20, 2022 Domain Adaptation Segmentation
Code Code Available CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
Code Code Available Prior Knowledge Guided Unsupervised Domain Adaptation Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions Jul 14, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Category-Level 6D Object Pose and Size Estimation using Self-Supervised Deep Prior Deformation Networks Jul 12, 2022 6D Pose Estimation Object
Code Code Available Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Jul 6, 2022 Domain Adaptation Image Segmentation
Code Code Available Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Jul 1, 2022 Data Augmentation Domain Adaptation
Code Code Available MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation Jun 29, 2022 Domain Adaptation Prognosis
Code Code Available DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Jun 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG Jun 2, 2022 Brain Computer Interface Domain Adaptation
Code Code Available ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation May 29, 2022 Domain Adaptation Object Recognition
Code Code Available Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval May 23, 2022 Ad-Hoc Information Retrieval CPU
Code Code Available Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification May 19, 2022 Unsupervised Domain Adaptation Unsupervised Domain Adaptationn
Code Code Available Unsupervised Structure-Texture Separation Network for Oracle Character Recognition May 13, 2022 Disentanglement Domain Adaptation
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution May 7, 2022 Domain Adaptation Image Super-Resolution
Code Code Available 