Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
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 Uncertainty-guided Source-free Domain Adaptation Aug 16, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Aug 15, 2022 Action Recognition Disentanglement
Code Code Available Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Aug 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval Aug 11, 2022 Ad-Hoc Information Retrieval Domain Adaptation
Code Code Available Domain-Specific Text Generation for Machine Translation Aug 11, 2022 Data Augmentation Domain Adaptation
Code Code Available Semantic Self-adaptation: Enhancing Generalization with a Single Sample Aug 10, 2022 Domain Adaptation Domain Generalization
Code Code Available Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images Aug 3, 2022 Building Damage Assessment Change Detection
Code Code Available Interpretable bilinear attention network with domain adaptation improves drug-target prediction Aug 3, 2022 Domain Adaptation Drug Discovery
Code Code Available Few-shot Adaptation Works with UnpredicTable Data Aug 1, 2022 Domain Adaptation Few-Shot Learning
Code Code Available Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data Jul 27, 2022 Autonomous Driving Dense Pixel Correspondence Estimation
Code Code Available Domain Adaptation under Open Set Label Shift Jul 26, 2022 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 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 CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
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 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 Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks Jul 18, 2022 Diversity Domain Adaptation
Code Code Available A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance Jul 14, 2022 Arrhythmia Detection Dictionary Learning
Code Code Available MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation Jul 14, 2022 Decoder 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 Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Jul 6, 2022 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Manifold Alignment with Joint Multidimensional Scaling Jul 6, 2022 Domain Adaptation Graph Matching
Code Code Available Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach Jul 2, 2022 Domain Adaptation Image Generation
Code Code Available Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Jul 1, 2022 Data Augmentation Domain Adaptation
Code Code Available Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts Jul 1, 2022 Domain Adaptation Image Registration
Code Code Available Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Jun 30, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation Jun 29, 2022 Domain Adaptation Prognosis
Code Code Available Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Jun 28, 2022 Domain Adaptation image-classification
Code Code Available Learning with Weak Annotations for Robust Maritime Obstacle Detection Jun 27, 2022 Collision Avoidance Domain Adaptation
Code Code Available Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need Jun 23, 2022 All Deep Learning
Code Code Available Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh Recovery Jun 21, 2022 Data Augmentation Domain Adaptation
Code Code Available Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
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 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 SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Jun 16, 2022 Autonomous Driving Domain Adaptation
Code Code Available Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Jun 16, 2022 Domain Adaptation Object Recognition
Code Code Available TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models Jun 15, 2022 Descriptive Domain Adaptation
Code Code Available Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation Jun 15, 2022 Domain Adaptation
Code Code Available Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 