Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation May 25, 2024 Domain Adaptation MRI segmentation
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Apr 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Apr 17, 2024 Anomaly Detection Contrastive Learning
Code Code Available FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Apr 3, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection Apr 2, 2024 Domain Adaptation object-detection
Code Code Available Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Mar 27, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available UADA3D: Unsupervised Adversarial Domain Adaptation for 3D Object Detection with Sparse LiDAR and Large Domain Gaps Mar 26, 2024 3D Object Detection Autonomous Driving
Code Code Available CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Mar 26, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Align and Distill: Unifying and Improving Domain Adaptive Object Detection Mar 18, 2024 Benchmarking object-detection
Code Code Available SF(DA)^2: Source-free Domain Adaptation Through the Lens of Data Augmentation Mar 16, 2024 Data Augmentation Disentanglement
Code Code Available Representing Domain-Mixing Optical Degradation for Real-World Computational Aberration Correction via Vector Quantization Mar 15, 2024 Domain Adaptation Quantization
Code Code Available Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Mar 15, 2024 3D Semantic Segmentation Autonomous Driving
Code Code Available Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation Mar 11, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Feb 1, 2024 Benchmarking Domain Adaptation
Code Code Available BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation Jan 2, 2024 Domain Adaptation Pseudo Label
Code Code Available MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept Dec 19, 2023 Decoder Domain Adaptation
Code Code Available Prompt-based Distribution Alignment for Unsupervised Domain Adaptation Dec 15, 2023 Domain Adaptation Prompt Engineering
Code Code Available Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Dec 3, 2023 Domain Adaptation Image Enhancement
Code Code Available Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds Nov 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles Nov 22, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation Nov 21, 2023 Domain Adaptation Medical Image Analysis
Code Code Available Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Nov 21, 2023 Depth Estimation Domain Adaptation
Code Code Available Gradual Source Domain Expansion for Unsupervised Domain Adaptation Nov 16, 2023 Domain Adaptation Pseudo Label
Code Code Available Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Nov 4, 2023 Domain Adaptation Incremental Learning
Code Code Available SPA: A Graph Spectral Alignment Perspective for Domain Adaptation Oct 26, 2023 Domain Adaptation Single Particle Analysis
Code Code Available Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection from RGB-Thermal Drone Imagery Oct 24, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Gradual Domain Adaptation: Theory and Algorithms Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Oct 17, 2023 Domain Adaptation Domain Generalization
Code Code Available Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing Oct 17, 2023 3D Object Detection Domain Adaptation
Code Code Available WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection Oct 5, 2023 3D Object Detection Domain Adaptation
Code Code Available Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Sep 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher Sep 26, 2023 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Dual-Reference Source-Free Active Domain Adaptation for Nasopharyngeal Carcinoma Tumor Segmentation across Multiple Hospitals Sep 23, 2023 Domain Adaptation Segmentation
Code Code Available Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Sep 22, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation Sep 21, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Sep 20, 2023 Domain Adaptation Graph Matching
Code Code Available ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Sep 7, 2023 Articles Contrastive Learning
Code Code Available MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection Sep 3, 2023 Domain Adaptation object-detection
Code Code Available Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection Aug 29, 2023 Domain Adaptation object-detection
Code Code Available Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Aug 28, 2023 Domain Adaptation Point Cloud Completion
Code Code Available Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment Aug 24, 2023 Domain Adaptation Dynamic Time Warping
Code Code Available Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer Aug 21, 2023 Domain Generalization Style Transfer
Code Code Available Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available 