MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Jan 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Jan 3, 2023 Domain Adaptation Segmentation
— Unverified Generative appearance replay for continual unsupervised domain adaptation Jan 3, 2023 Continual Learning Domain Adaptation
— Unverified Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation Jan 1, 2023 Adversarial Robustness Data Augmentation
Code Code Available Homeomorphism Alignment for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier Jan 1, 2023 All Contrastive Learning
Code Code Available Masked Retraining Teacher-Student Framework for Domain Adaptive Object Detection Jan 1, 2023 Decoder object-detection
Code Code Available Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training Jan 1, 2023 Denoising Domain Adaptation
— Unverified PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation Jan 1, 2023 Causal Inference Domain Adaptation
— Unverified PODA: Prompt-driven Zero-shot Domain Adaptation Jan 1, 2023 Domain Adaptation image-classification
Code Code Available SSDA: Secure Source-Free Domain Adaptation Jan 1, 2023 Backdoor Attack Domain Adaptation
Code Code Available CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Fine-grained Unsupervised Domain Adaptation for Gait Recognition Jan 1, 2023 Domain Adaptation Gait Recognition
— Unverified Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Jan 1, 2023 Domain Adaptation regression
Code Code Available Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning Jan 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport Jan 1, 2023 Clustering Domain Adaptation
— Unverified Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval Jan 1, 2023 Domain Adaptation Retrieval
— Unverified Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available OSAN: A One-Stage Alignment Network To Unify Multimodal Alignment and Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning Adaptive Dense Event Stereo From the Image Domain Jan 1, 2023 Domain Adaptation Image Reconstruction
— Unverified Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation Jan 1, 2023 Contrastive Learning Domain Adaptation
— Unverified Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning Jan 1, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Backprop Induced Feature Weighting for Adversarial Domain Adaptation with Iterative Label Distribution Alignment Jan 1, 2023 Classification Domain Adaptation
Code Code Available Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available Source-Free Unsupervised Domain Adaptation: A Survey Dec 31, 2022 Domain Adaptation Survey
— Unverified Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Dec 31, 2022 Diversity Domain Adaptation
— Unverified Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination Dec 27, 2022 Domain Adaptation Navigate
Code Code Available Application of Unsupervised Domain Adaptation for Structural MRI Analysis Dec 26, 2022 Anomaly Detection Binary Classification
— Unverified Bridging the Domain Gap in Satellite Pose Estimation: a Self-Training Approach based on Geometrical Constraints Dec 23, 2022 Domain Adaptation Pose Estimation
— Unverified Learning List-Level Domain-Invariant Representations for Ranking Dec 21, 2022 Domain Adaptation Passage Reranking
— Unverified Adapting to Latent Subgroup Shifts via Concepts and Proxies Dec 21, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Source-Free Domain Adaptation for Question Answering with Masked Self-training Dec 19, 2022 Domain Adaptation Question Answering
Code Code Available Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors Dec 19, 2022 Autonomous Vehicles Domain Adaptation
— Unverified AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation Dec 17, 2022 Data Augmentation Domain Adaptation
Code Code Available Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation Dec 15, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
Code Code Available Unsupervised Domain Adaptation for Automated Knee Osteoarthritis Phenotype Classification Dec 14, 2022 Classification Domain Adaptation
— Unverified Selective classification using a robust meta-learning approach Dec 12, 2022 Bilevel Optimization Classification
— Unverified SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation Dec 12, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing Dec 7, 2022 Decoder Domain Adaptation
Code Code Available SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud Dec 6, 2022 3D Object Detection Autonomous Driving
Code Code Available Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Dec 6, 2022 Domain Adaptation Pseudo Label
Code Code Available PØDA: Prompt-driven Zero-shot Domain Adaptation Dec 6, 2022 Domain Adaptation image-classification
Code Code Available Addressing Distribution Shift at Test Time in Pre-trained Language Models Dec 5, 2022 Data Augmentation Domain Adaptation
— Unverified LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Contrastive Domain Adaptation for Time-Series via Temporal Mixup Dec 3, 2022 Contrastive Learning Domain Adaptation
Code Code Available 