Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment Oct 21, 2023 Contrastive Learning Domain Adaptation
Code Code Available Weighted Joint Maximum Mean Discrepancy Enabled Multi-Source-Multi-Target Unsupervised Domain Adaptation Fault Diagnosis Oct 20, 2023 Domain Adaptation Fault Diagnosis
— Unverified Neural domain alignment for spoken language recognition based on optimal transport Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified IW-GAE: Importance Weighted Group Accuracy Estimation for Improved Calibration and Model Selection in Unsupervised Domain Adaptation Oct 16, 2023 Domain Adaptation Model Selection
— Unverified Learning to Adapt SAM for Segmenting Cross-domain Point Clouds Oct 13, 2023 Domain Adaptation General Knowledge
— Unverified Unsupervised Domain Adaption for Neural Information Retrieval Oct 13, 2023 Domain Adaptation Information Retrieval
— Unverified Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Oct 12, 2023 Decision Making Domain Adaptation
— Unverified Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Oct 11, 2023 Domain Adaptation Object
— Unverified CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification Oct 7, 2023 Domain Adaptation Object
Code Code Available Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation Oct 7, 2023 Autonomous Driving Contrastive Learning
— Unverified Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images Oct 5, 2023 Domain Adaptation Lesion Classification
— Unverified Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective Sep 29, 2023 Blind Image Quality Assessment Domain Adaptation
Code Code Available Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination Sep 29, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery Sep 27, 2023 Autonomous Vehicles Domain Adaptation
— Unverified Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio Sep 26, 2023 Attribute Deep Learning
Code Code Available LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation Sep 23, 2023 Diversity Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Self-Driving from Past Traversal Features Sep 21, 2023 3D Object Detection Domain Adaptation
Code Code Available MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval Sep 21, 2023 Domain Adaptation Retrieval
— Unverified Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval Sep 21, 2023 Domain Adaptation Retrieval
— Unverified Semi-supervised Domain Adaptation in Graph Transfer Learning Sep 19, 2023 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions Sep 15, 2023 Contrastive Learning Domain Adaptation
— Unverified T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point Clouds Sep 15, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Sep 12, 2023 Diversity Domain Adaptation
— Unverified DAD++: Improved Data-free Test Time Adversarial Defense Sep 10, 2023 Adversarial Defense Adversarial Robustness
Code Code Available Weighted Unsupervised Domain Adaptation Considering Geometry Features and Engineering Performance of 3D Design Data Sep 8, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Better Practices for Domain Adaptation Sep 7, 2023 Benchmarking Domain Adaptation
— Unverified Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation Sep 5, 2023 Domain Adaptation Federated Learning
Code Code Available StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation Sep 4, 2023 Domain Adaptation Image-to-Image Translation
— Unverified Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Sep 3, 2023 Domain Adaptation Sensitivity
Code Code Available IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation Aug 30, 2023 Domain Adaptation Semantic Segmentation
— Unverified Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Aug 28, 2023 Domain Adaptation Image Segmentation
— Unverified Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation Aug 27, 2023 Contrastive Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Domain-Adaptive Diffusion Aug 26, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Aug 25, 2023 Domain Adaptation image-classification
Code Code Available Robust Core-Periphery Constrained Transformer for Domain Adaptation Aug 25, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Anatomical Landmark Detection Aug 25, 2023 Anatomical Landmark Detection Domain Adaptation
Code Code Available Vision Transformer Adapters for Generalizable Multitask Learning Aug 23, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process Aug 22, 2023 Benchmarking Domain Adaptation
Code Code Available centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation Aug 21, 2023 Domain Adaptation Robust classification
— Unverified The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Aug 17, 2023 Action Recognition Domain Adaptation
Code Code Available Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Aug 17, 2023 Domain Adaptation Organ Segmentation
— Unverified Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-Supervision Aug 13, 2023 Contrastive Learning Domain Adaptation
— Unverified BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation Aug 12, 2023 3D Semantic Segmentation Contrastive Learning
— Unverified SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Aug 10, 2023 Decoder Domain Adaptation
— Unverified AUC-Oriented Domain Adaptation: From Theory to Algorithm Aug 10, 2023 Disease Prediction Domain Adaptation
Code Code Available Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Aug 10, 2023 Domain Adaptation ERP
— Unverified Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging Aug 8, 2023 Data Augmentation Domain Adaptation
— Unverified 