CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available Unsupervised Domain Adaptation By Optimal Transportation Of Clusters Between Domains Sep 29, 2021 Attribute Clustering
— Unverified Domain-Invariant Representation Learning with Global and Local Consistency Sep 29, 2021 Domain Adaptation Representation Learning
— Unverified Confidence Score Weighting Adaptation for Source-Free Unsupervised Domain Adaptation Sep 29, 2021 Domain Adaptation Pseudo Label
— Unverified Pairwise Adversarial Training for Unsupervised Class-imbalanced Domain Adaptation Sep 29, 2021 Domain Adaptation Transfer Learning
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Privacy Protected Multi-Domain Collaborative Learning Sep 29, 2021 Domain Adaptation Unsupervised Domain Adaptation
— 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 How does Contrastive Pre-training Connect Disparate Domains? Sep 29, 2021 Contrastive Learning Domain Adaptation
— Unverified A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data Sep 29, 2021 Benchmarking Domain Adaptation
— Unverified Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id Sep 29, 2021 Clustering Contrastive Learning
— Unverified Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training Sep 29, 2021 Domain Adaptation Segmentation
— Unverified Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Sep 29, 2021 3D Object Detection Domain Adaptation
— Unverified Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available 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 Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Sep 19, 2021 Denoising Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation Sep 19, 2021 Domain Adaptation Lesion Segmentation
— Unverified Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection Sep 19, 2021 Domain Adaptation Object
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer Sep 18, 2021 Domain Adaptation Self-Supervised Learning
— Unverified S^3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Sep 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised domain adaptation with non-stochastic missing data Sep 16, 2021 Classification Domain Adaptation
Code Code Available On the inductive biases of deep domain adaptation Sep 16, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Sep 14, 2021 Domain Adaptation Machine Translation
Code Code Available Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 13, 2021 Domain Adaptation Segmentation
— Unverified Adversarially Trained Object Detector for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Object
— Unverified CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Sep 13, 2021 Computed Tomography (CT) Domain Adaptation
Code Code Available 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 Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
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 DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction Sep 1, 2021 Aspect Extraction 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 Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs Aug 29, 2021 Domain Adaptation Model extraction
— Unverified Partial Domain Adaptation without Domain Alignment Aug 29, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry Aug 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Aug 28, 2021 Domain Adaptation Road Segmentation
Code Code Available Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available 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 Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Aug 25, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Adaptation for Real-World Single View 3D Reconstruction Aug 24, 2021 3D Reconstruction Domain Adaptation
— Unverified Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Aug 24, 2021 Domain Adaptation image-classification
Code Code Available 