MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation Jan 1, 2023 Active Learning 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 Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Jan 1, 2023 Domain Adaptation object-detection
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 TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract) Dec 30, 2022 Domain Adaptation Information Retrieval
— Unverified NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation Dec 30, 2022 Domain Adaptation Domain Generalization
— Unverified CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation Dec 28, 2022 Domain Adaptation Instance Segmentation
— Unverified Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk Dec 27, 2022 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 Semi-Supervised Domain Adaptation for Semantic Segmentation of Roads from Satellite Images Dec 26, 2022 Domain Adaptation Image Segmentation
— 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 Semantically-consistent Landsat 8 image to Sentinel-2 image translation for alpine areas Dec 22, 2022 Domain Adaptation
— Unverified Learning List-Level Domain-Invariant Representations for Ranking Dec 21, 2022 Domain Adaptation Passage Reranking
— Unverified Improving Automated Program Repair with Domain Adaptation Dec 21, 2022 Domain Adaptation Program Repair
— Unverified MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation Dec 21, 2022 Data Augmentation Depth Estimation
Code Code Available Adapting to Latent Subgroup Shifts via Concepts and Proxies Dec 21, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation Dec 20, 2022 Domain Adaptation Image Morphing
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Privacy-Preserving Domain Adaptation of Semantic Parsers Dec 20, 2022 Domain Adaptation Privacy Preserving
— Unverified Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models Dec 20, 2022 Domain Adaptation Machine Translation
Code Code Available To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering Dec 20, 2022 Domain Adaptation Open-Domain Question Answering
— Unverified 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 One-shot skill assessment in high-stakes domains with limited data via meta learning Dec 16, 2022 Domain Adaptation Meta-Learning
Code Code Available Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation Dec 16, 2022 Domain Adaptation Universal Domain Adaptation
— Unverified 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 One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers Dec 14, 2022 Autonomous Driving Domain Adaptation
— Unverified M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision Dec 14, 2022 Brain Tumor Segmentation Domain Adaptation
Code Code Available Cross-Domain Video Anomaly Detection without Target Domain Adaptation Dec 14, 2022 Anomaly Detection Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Automated Knee Osteoarthritis Phenotype Classification Dec 14, 2022 Classification Domain Adaptation
— Unverified Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling Dec 13, 2022 Domain Adaptation Information Retrieval
— Unverified SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation Dec 12, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Domain Adaptation of Transformer-Based Models using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback Dec 12, 2022 Classification Domain Adaptation
— Unverified Selective classification using a robust meta-learning approach Dec 12, 2022 Bilevel Optimization Classification
— Unverified Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection Dec 11, 2022 Domain Adaptation Knowledge Distillation
— Unverified Augmenting Knowledge Transfer across Graphs Dec 9, 2022 Domain Adaptation Transfer Learning
Code Code Available Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Dec 8, 2022 Domain Adaptation Metric Learning
— Unverified Diffusion Guided Domain Adaptation of Image Generators Dec 8, 2022 Domain Adaptation
— Unverified 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 Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping Dec 7, 2022 Domain Adaptation Generative Adversarial Network
Code Code Available Cyclically Disentangled Feature Translation for Face Anti-spoofing Dec 7, 2022 Disentanglement Domain Adaptation
Code Code Available Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation Dec 7, 2022 Domain Adaptation Pseudo Label
Code Code Available WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Dec 7, 2022 Cross-Lingual NER Domain Adaptation
Code Code Available Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Dec 6, 2022 Domain Adaptation Pseudo Label
Code Code Available 3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views Dec 6, 2022 3D geometry Domain Adaptation
Code Code Available 