Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Jun 28, 2020 Domain Adaptation Image Segmentation
— Unverified Generalizable Cone Beam CT Esophagus Segmentation Using Physics-Based Data Augmentation Jun 28, 2020 Data Augmentation Domain Adaptation
— Unverified High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images Jun 26, 2020 Domain Adaptation Vocal Bursts Intensity Prediction
— Unverified Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes Jun 25, 2020 Domain Adaptation
— Unverified Active Online Learning with Hidden Shifting Domains Jun 25, 2020 Domain Adaptation regression
— Unverified Target Consistency for Domain Adaptation: when Robustness meets Transferability Jun 25, 2020 Domain Adaptation image-classification
— Unverified Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction Jun 25, 2020 Domain Adaptation Image Reconstruction
— Unverified Robust Domain Adaptation: Representations, Weights and Inductive Bias Jun 24, 2020 Domain Adaptation Inductive Bias
— Unverified Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Jun 24, 2020 continuous-control Continuous Control
Code Code Available Approximating a Target Distribution using Weight Queries Jun 24, 2020 Domain Adaptation Multi-Armed Bandits
Code Code Available Rethinking Distributional Matching Based Domain Adaptation Jun 23, 2020 Domain Adaptation
Code Code Available Unsupervised Sound Separation Using Mixture Invariant Training Jun 23, 2020 Domain Adaptation Speech Enhancement
— Unverified Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available Rescaling Egocentric Vision Jun 23, 2020 Action Anticipation Action Detection
Code Code Available Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation Jun 23, 2020 Domain Adaptation Object Recognition
— Unverified Domain Adaptation for Semantic Parsing Jun 23, 2020 Domain Adaptation Semantic Parsing
— Unverified Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Jun 23, 2020 Diversity Domain Adaptation
Code Code Available Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Jun 22, 2020 Domain Adaptation
Code Code Available Progressive Graph Learning for Open-Set Domain Adaptation Jun 22, 2020 Domain Adaptation Graph Learning
Code Code Available Feature Alignment and Restoration for Domain Generalization and Adaptation Jun 22, 2020 Disentanglement Domain Adaptation
— Unverified Text Recognition in Real Scenarios with a Few Labeled Samples Jun 22, 2020 Domain Adaptation Scene Text Recognition
— Unverified Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Jun 21, 2020 Domain Adaptation Few-Shot Learning
— Unverified On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity Jun 21, 2020 Domain Adaptation
— Unverified Adversarial Transfer of Pose Estimation Regression Jun 20, 2020 Camera Pose Estimation Domain Adaptation
— Unverified Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning Jun 18, 2020 Domain Adaptation Segmentation
— Unverified Joint Contrastive Learning for Unsupervised Domain Adaptation Jun 18, 2020 Contrastive Learning Domain Adaptation
Code Code Available Self-training Avoids Using Spurious Features Under Domain Shift Jun 17, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Mining Label Distribution Drift in Unsupervised Domain Adaptation Jun 16, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Weakly-supervised Domain Adaption for Aspect Extraction via Multi-level Interaction Transfer Jun 16, 2020 Aspect Extraction Domain Adaptation
— Unverified Domain Adaptation with Morphologic Segmentation Jun 16, 2020 Domain Adaptation Image-to-Image Translation
— Unverified DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection Jun 16, 2020 Change Detection Domain Adaptation
— Unverified PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models Jun 16, 2020 Domain Adaptation Representation Learning
Code Code Available ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation Jun 15, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search Jun 15, 2020 Domain Adaptation Segmentation
Code Code Available Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Adversarial Weighting for Domain Adaptation in Regression Jun 15, 2020 Domain Adaptation regression
Code Code Available Domain Adaptation with Joint Learning for Generic, Optical Car Part Recognition and Detection Systems (Go-CaRD) Jun 15, 2020 Benchmarking Domain Adaptation
— Unverified Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Jun 14, 2020 Classification Domain Adaptation
— Unverified Active Online Domain Adaptation Jun 12, 2020 Domain Adaptation Online Domain Adaptation
— Unverified Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation Jun 12, 2020 Anomaly Detection Density Ratio Estimation
Code Code Available Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available Transferring and Regularizing Prediction for Semantic Segmentation Jun 11, 2020 Domain Adaptation Prediction
— Unverified Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation Jun 11, 2020 Clustering Domain Adaptation
— Unverified Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis Jun 10, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Dataset Condensation with Gradient Matching Jun 10, 2020 Continual Learning Dataset Condensation
Code Code Available Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Jun 10, 2020 Cloud Detection Domain Adaptation
Code Code Available Deep Learning Based Single Sample Per Person Face Recognition: A Survey Jun 9, 2020 Deep Learning Domain Adaptation
— Unverified A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Jun 9, 2020 Computed Tomography (CT) Domain Adaptation
— Unverified 