Knowledge Mining and Transferring for Domain Adaptive Object Detection Jan 1, 2021 Attribute Domain Adaptation
Code Code Available Learning Robust Models by Countering Spurious Correlations Jan 1, 2021 Domain Adaptation
— Unverified Disentangling style and content for low resource video domain adaptation: a case study on keystroke inference attacks Jan 1, 2021 BIG-bench Machine Learning Data Augmentation
— Unverified Unsupervised Domain Adaptation via Minimized Joint Error Jan 1, 2021 Domain Adaptation image-classification
— Unverified f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks Jan 1, 2021 Domain Adaptation Generalization Bounds
— Unverified Sample Balancing for Improving Generalization under Distribution Shifts Jan 1, 2021 Domain Adaptation Object Recognition
— Unverified Disentangled cyclic reconstruction for domain adaptation Jan 1, 2021 Disentanglement Domain Adaptation
— Unverified Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis Jan 1, 2021 Domain Adaptation Medical Diagnosis
— Unverified PolyRetro: Few-shot Polymer Retrosynthesis via Domain Adaptation Jan 1, 2021 Domain Adaptation Retrosynthesis
— Unverified Adaptive Tree Wasserstein Minimization for Hierarchical Generative Modeling Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation Jan 1, 2021 Domain Adaptation
— Unverified Collaborative Normalization for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation Jan 1, 2021 Domain Adaptation Domain Generalization
— Unverified Test-Time Adaptation and Adversarial Robustness Jan 1, 2021 Adversarial Robustness Domain Adaptation
— Unverified FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation Dec 31, 2020 Autonomous Vehicles Diversity
Code Code Available Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos Dec 31, 2020 Domain Adaptation
— Unverified How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? Dec 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning by Ignoring, with Application to Domain Adaptation Dec 28, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Deep Visual Domain Adaptation Dec 28, 2020 Domain Adaptation image-classification
— Unverified Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Dec 28, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-lingual Universal Dependency Parsing Only from One Monolingual Treebank Dec 24, 2020 Cross-Lingual Transfer Dependency Parsing
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer Dec 23, 2020 Domain Adaptation Segmentation
— Unverified ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Dec 23, 2020 Domain Adaptation Image Segmentation
— Unverified General Domain Adaptation Through Proportional Progressive Pseudo Labeling Dec 23, 2020 Anomaly Detection Domain Adaptation
Code Code Available Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Dec 22, 2020 Cross-Lingual NER Domain Adaptation
Code Code Available Open Set Domain Adaptation by Extreme Value Theory Dec 22, 2020 Domain Adaptation
— Unverified Time Series Domain Adaptation via Sparse Associative Structure Alignment Dec 22, 2020 Domain Adaptation Time Series
— Unverified Flexible deep transfer learning by separate feature embeddings and manifold alignment Dec 22, 2020 Domain Adaptation Object Recognition
— Unverified Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020 Dec 22, 2020 Domain Adaptation Machine Translation
— Unverified Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Dec 21, 2020 Domain Adaptation Generative Adversarial Network
— Unverified Cross-Domain Latent Modulation for Variational Transfer Learning Dec 21, 2020 Domain Adaptation Transfer Learning
— Unverified Domain-adaptive Fall Detection Using Deep Adversarial Training Dec 20, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Fundamental Limits and Tradeoffs in Invariant Representation Learning Dec 19, 2020 Domain Adaptation Fairness
— Unverified Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation Dec 19, 2020 Anomaly Detection Domain Adaptation
— Unverified ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection Dec 17, 2020 Domain Adaptation
Code Code Available Continuous Gesture Recognition from sEMG Sensor Data with Recurrent Neural Networks and Adversarial Domain Adaptation Dec 16, 2020 Domain Adaptation Gesture Recognition
— Unverified Hypothesis Disparity Regularized Mutual Information Maximization Dec 15, 2020 Domain Adaptation Transfer Learning
— Unverified mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets Dec 15, 2020 3D Semantic Segmentation Domain Adaptation
— Unverified Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation Dec 15, 2020 Domain Adaptation Meta-Learning
— Unverified Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation Dec 15, 2020 Clustering Domain Adaptation
Code Code Available DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning Dec 12, 2020 Disentanglement Domain Adaptation
— Unverified Exploring Facial Expressions and Affective Domains for Parkinson Detection Dec 11, 2020 Domain Adaptation Face Recognition
— Unverified TARA: Training and Representation Alteration for AI Fairness and Domain Generalization Dec 11, 2020 Domain Adaptation Domain Generalization
— Unverified Confidence Estimation via Auxiliary Models Dec 11, 2020 Domain Adaptation image-classification
— Unverified GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks Dec 10, 2020 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Ensemble of Discriminators for Domain Adaptation in Multiple Sound Source 2D Localization Dec 10, 2020 Domain Adaptation Sound Source Localization
— Unverified A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data Dec 10, 2020 Data Augmentation Domain Adaptation
— Unverified Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation Dec 9, 2020 Depth Estimation Domain Adaptation
— Unverified Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Dec 9, 2020 Domain Adaptation Pseudo Label
— Unverified Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation Dec 9, 2020 Domain Adaptation Segmentation
— Unverified 