Confidence Score Weighting Adaptation for Source-Free Unsupervised Domain Adaptation Sep 29, 2021 Domain Adaptation Pseudo Label
— Unverified Unsupervised Domain Adaptation By Optimal Transportation Of Clusters Between Domains Sep 29, 2021 Attribute Clustering
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Testing-Time Adaptation through Online Normalization Estimation Sep 29, 2021 Domain Adaptation Test-time Adaptation
— Unverified Unsupervised Domain Adaptation Via Pseudo-labels And Objectness Constraints Sep 29, 2021 Domain Adaptation Object
— Unverified Domain-Invariant Representation Learning with Global and Local Consistency Sep 29, 2021 Domain Adaptation Representation Learning
— Unverified A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data Sep 29, 2021 Benchmarking Domain Adaptation
— Unverified DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift Sep 26, 2021 Data Augmentation Domain Adaptation
— Unverified Multi-Source Video Domain Adaptation with Temporal Attentive Moment Alignment Sep 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation Sep 19, 2021 Domain Adaptation Lesion Segmentation
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer Sep 18, 2021 Domain Adaptation Self-Supervised Learning
— Unverified On the inductive biases of deep domain adaptation Sep 16, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised domain adaptation with non-stochastic missing data Sep 16, 2021 Classification Domain Adaptation
Code Code Available Foreground Object Structure Transfer for Unsupervised Domain Adaptation Sep 14, 2021 Clustering Domain Adaptation
— Unverified Cross-Region Domain Adaptation for Class-level Alignment Sep 14, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Adversarially Trained Object Detector for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Object
— Unverified Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 13, 2021 Domain Adaptation Segmentation
— Unverified Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages Sep 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification Sep 12, 2021 Domain Adaptation Person Re-Identification
— Unverified Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation Sep 9, 2021 Domain Adaptation Pseudo Label
— Unverified Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Sep 9, 2021 Contrastive Learning Domain Adaptation
Code Code Available Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Sep 6, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Adversarial Robustness for Unsupervised Domain Adaptation Sep 2, 2021 Adversarial Robustness Domain Adaptation
— Unverified Source Class Selection with Label Propagation for Partial Domain Adaptation Sep 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images Sep 1, 2021 Diagnostic Domain Adaptation
Code Code Available Partial Domain Adaptation without Domain Alignment Aug 29, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs Aug 29, 2021 Domain Adaptation Model extraction
— Unverified A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry Aug 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room Aug 26, 2021 2D Human Pose Estimation Instance Segmentation
Code Code Available Domain Adaptation for Real-World Single View 3D Reconstruction Aug 24, 2021 3D Reconstruction Domain Adaptation
— Unverified Exploring the Quality of GAN Generated Images for Person Re-Identification Aug 23, 2021 Diversity Domain Adaptation
— Unverified Robust Ensembling Network for Unsupervised Domain Adaptation Aug 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework Aug 18, 2021 Domain Adaptation Medical Image Analysis
— Unverified Channel-Temporal Attention for First-Person Video Domain Adaptation Aug 17, 2021 Action Recognition Domain Adaptation
— Unverified SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation Aug 15, 2021 3D Object Detection Autonomous Driving
— Unverified SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images Aug 15, 2021 Domain Adaptation image-classification
Code Code Available ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection Aug 15, 2021 3D Object Detection Data Augmentation
— Unverified LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation Aug 12, 2021 Domain Adaptation Semantic Segmentation
— Unverified NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications Aug 11, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Adversarial Disentangling for Specific Domain Adaptation Aug 8, 2021 Domain Adaptation Image-to-Image Translation on Cityscapes-to-Foggy Cityscapes
— Unverified Towards Discriminative Representation Learning for Unsupervised Person Re-identification Aug 7, 2021 Contrastive Learning Domain Adaptation
— Unverified BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation Aug 6, 2021 Domain Adaptation Scene Segmentation
Code Code Available Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding Aug 6, 2021 Domain Adaptation Few-Shot Learning
— Unverified Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia Aug 6, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization Aug 4, 2021 Domain Adaptation Retinal Vessel Segmentation
— Unverified Unsupervised Domain Adaptation in Speech Recognition using Phonetic Features Aug 4, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Robustness of Domain Adaption to Adversarial Attacks Aug 4, 2021 Adversarial Attack Domain Adaptation
— Unverified Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Aug 2, 2021 Domain Adaptation image-classification
Code Code Available MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation Aug 1, 2021 Domain Adaptation Negation
— Unverified IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes Aug 1, 2021 Data Augmentation Domain Adaptation
— Unverified 