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 Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Aug 15, 2022 Domain Adaptation Domain Generalization
— Unverified Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer Aug 12, 2022 Data Augmentation Domain Adaptation
— Unverified Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation Aug 10, 2022 Action Recognition Domain Adaptation
— Unverified Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction Aug 10, 2022 Domain Adaptation Prediction
— Unverified Unsupervised Domain Adaptation for Point Cloud Semantic Segmentation via Graph Matching Aug 9, 2022 Domain Adaptation Graph Matching
— Unverified Vernacular Search Query Translation with Unsupervised Domain Adaptation Aug 7, 2022 Cross-Lingual Information Retrieval Domain Adaptation
— Unverified Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Aug 5, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Aug 2, 2022 Domain Adaptation Pseudo Label
Code Code Available Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions Jul 30, 2022 Clustering Descriptive
Code Code Available Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation Jul 30, 2022 Depth Estimation Domain Adaptation
— Unverified PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Jul 30, 2022 3D Object Detection 3D Unsupervised Domain Adaptation
Code Code Available StyleAM: Perception-Oriented Unsupervised Domain Adaption for Non-reference Image Quality Assessment Jul 29, 2022 Domain Adaptation Image Quality Assessment
— Unverified Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Video Transformers in Action Recognition Jul 26, 2022 Action Recognition Domain Adaptation
Code Code Available Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised 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 MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Fine-Grained Visual Recognition
Code Code Available Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation Jul 22, 2022 Contrastive Learning Domain Adaptation
— Unverified 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 DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Jul 20, 2022 Domain Adaptation Segmentation
Code Code Available GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Jul 20, 2022 Autonomous Driving Domain Adaptation
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 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 Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box Jul 20, 2022 Domain Adaptation object-detection
— Unverified Prior Knowledge Guided Unsupervised Domain Adaptation Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Multi-step domain adaptation by adversarial attack to H ΔH-divergence Jul 18, 2022 Adversarial Attack Domain Adaptation
— Unverified Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jul 17, 2022 Blind Image Quality Assessment Domain Adaptation
— Unverified Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Jul 17, 2022 Action Recognition 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 Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation Jul 14, 2022 Contrastive Learning Domain Adaptation
Code Code Available Source-Free Domain Adaptation for Real-world Image Dehazing Jul 14, 2022 Domain Adaptation Image Dehazing
— Unverified PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 Gradual Domain Adaptation without Indexed Intermediate Domains Jul 11, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Dual-Correction Adaptation Network for Noisy Knowledge Transfer Jul 10, 2022 Domain Adaptation Transfer Learning
— Unverified Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Jul 10, 2022 Contrastive Learning Domain Adaptation
— Unverified Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition Jul 10, 2022 Activity Recognition Contrastive Learning
Code Code Available Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Jul 10, 2022 Domain Adaptation Universal Domain Adaptation
— Unverified Domain Alignment Meets Fully Test-Time Adaptation Jul 9, 2022 Domain Adaptation Test-time Adaptation
Code Code Available Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Jul 8, 2022 Domain Adaptation Image Segmentation
Code Code Available EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022: Team HNU-FPV Technical Report Jul 7, 2022 Action Recognition Domain Adaptation
— Unverified Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Jul 6, 2022 Domain Adaptation Image Segmentation
Code Code Available Cooperative Distribution Alignment via JSD Upper Bound Jul 5, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling Jul 4, 2022 Classification Domain Adaptation
— Unverified Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation Jul 1, 2022 Diversity Domain Adaptation
— Unverified 