Data Centric Domain Adaptation for Historical Text with OCR Errors Jul 2, 2021 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation Jul 1, 2021 Dialogue Generation Domain Adaptation
Code Code Available Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation Jul 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Neural Task Success Classifiers for Robotic Manipulation from Few Real Demonstrations Jul 1, 2021 Domain Adaptation Robot Manipulation
— Unverified Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images Jul 1, 2021 Domain Adaptation Medical Image Analysis
— Unverified PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition Jul 1, 2021 Action Recognition Domain Adaptation
— Unverified CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation Jun 30, 2021 Contrastive Learning Domain Adaptation
— Unverified Multi-Source Domain Adaptation for Object Detection Jun 30, 2021 Domain Adaptation Object
— Unverified Synthetic Data Are as Good as the Real for Association Knowledge Learning in Multi-object Tracking Jun 30, 2021 Domain Adaptation Multi-Object Tracking
— Unverified Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Jun 30, 2021 Contrastive Learning Domain Adaptation
— Unverified Domain adaptation for person re-identification on new unlabeled data using AlignedReID++ Jun 29, 2021 Domain Adaptation Face Recognition
Code Code Available Cross-domain error minimization for unsupervised domain adaptation Jun 29, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Critically examining the Domain Generalizability of Facial Expression Recognition models Jun 29, 2021 Domain Adaptation Domain Generalization
— Unverified Deep Inertial Navigation using Continuous Domain Adaptation and Optimal Transport Jun 29, 2021 Autonomous Navigation Data Augmentation
— Unverified Domain Adaptation Broad Learning System Based on Locally Linear Embedding Jun 28, 2021 Classification Computational Efficiency
— Unverified High-dimensional separability for one- and few-shot learning Jun 28, 2021 Domain Adaptation Few-Shot Learning
— Unverified Domain Adaptive YOLO for One-Stage Cross-Domain Detection Jun 26, 2021 Domain Adaptation
— Unverified Dual-Stream Reciprocal Disentanglement Learning for Domain Adaptation Person Re-Identification Jun 26, 2021 Disentanglement Domain Adaptation
Code Code Available Semi-Supervised Raw-to-Raw Mapping Jun 25, 2021 Domain Adaptation
Code Code Available Domain Conditional Predictors for Domain Adaptation Jun 25, 2021 Domain Adaptation
Code Code Available AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation Jun 24, 2021 Domain Adaptation Neural Architecture Search
— Unverified Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis Jun 23, 2021 Domain Adaptation Image Generation
— Unverified Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation Jun 23, 2021 Domain Adaptation Pseudo Label
— Unverified Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Jun 23, 2021 Domain Adaptation image-classification
Code Code Available Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Jun 23, 2021 Domain Adaptation Image Segmentation
— Unverified Secure Domain Adaptation with Multiple Sources Jun 23, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition Jun 22, 2021 Action Recognition Domain Adaptation
— Unverified Universal Domain Adaptation in Ordinal Regression Jun 22, 2021 Age Estimation Clustering
— Unverified A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation Jun 22, 2021 Domain Adaptation Representation Learning
Code Code Available Enhanced Separable Disentanglement for Unsupervised Domain Adaptation Jun 22, 2021 Disentanglement Domain Adaptation
— Unverified PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology Jun 22, 2021 Activity Recognition Clustering
— Unverified On the Evaluation of Machine Translation for Terminology Consistency Jun 22, 2021 Domain Adaptation Machine Translation
Code Code Available f-Domain-Adversarial Learning: Theory and Algorithms Jun 21, 2021 Domain Adaptation Learning Theory
Code Code Available ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Jun 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection Jun 21, 2021 Benchmarking Domain Adaptation
Code Code Available SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection Jun 19, 2021 3D Object Detection Domain Adaptation
Code Code Available Wasserstein Barycenter for Multi-Source Domain Adaptation Jun 19, 2021 Domain Adaptation Face Recognition
Code Code Available Uncertainty Reduction for Model Adaptation in Semantic Segmentation Jun 19, 2021 Domain Adaptation model
— Unverified Keypoint-Graph-Driven Learning Framework for Object Pose Estimation Jun 19, 2021 6D Pose Estimation Domain Adaptation
— Unverified Adversarial Invariant Learning Jun 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Transferable Query Selection for Active Domain Adaptation Jun 19, 2021 Active Learning Diversity
— Unverified Partial Feature Selection and Alignment for Multi-Source Domain Adaptation Jun 19, 2021 Domain Adaptation feature selection
— Unverified Spatio-temporal Contrastive Domain Adaptation for Action Recognition Jun 19, 2021 Action Recognition Contrastive Learning
— Unverified On the Effectiveness of Poisoning against Unsupervised Domain Adaptation Jun 18, 2021 Data Poisoning Domain Adaptation
— Unverified Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Jun 18, 2021 Contrastive Learning Domain Adaptation
Code Code Available Cross-hospital Sepsis Early Detection via Semi-supervised Optimal Transport with Self-paced Ensemble Jun 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report Jun 18, 2021 Action Recognition Domain Adaptation
— Unverified Gradual Domain Adaptation via Self-Training of Auxiliary Models Jun 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization Jun 18, 2021 Domain Adaptation Multi-Task Learning
— Unverified PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python Jun 17, 2021 BIG-bench Machine Learning Dimensionality Reduction
Code Code Available 