Test-Time Adaptation and Adversarial Robustness Jan 1, 2021 Adversarial Robustness Domain Adaptation
— Unverified Learning a Max-Margin Classifier for Cross-Domain Sentiment Analysis Jan 1, 2021 Domain Adaptation Marketing
— Unverified Adaptive Tree Wasserstein Minimization for Hierarchical Generative Modeling Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dual Adversarial Training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Pair-based Self-Distillation for Semi-supervised Domain Adaptation Jan 1, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Transferable Feature Learning on Graphs Across Visual Domains Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization Jan 1, 2021 Domain Adaptation Privacy Preserving
— Unverified f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks Jan 1, 2021 Domain Adaptation Generalization Bounds
— Unverified Domain Adaptation via Anaomaly Detection Jan 1, 2021 Anomaly Detection Domain Adaptation
— Unverified Unified Principles For Multi-Source Transfer Learning Under Label Shifts Jan 1, 2021 Domain Adaptation Transfer Learning
— Unverified PolyRetro: Few-shot Polymer Retrosynthesis via Domain Adaptation Jan 1, 2021 Domain Adaptation Retrosynthesis
— Unverified Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos Dec 31, 2020 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 How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? Dec 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Dec 28, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep Visual Domain Adaptation Dec 28, 2020 Domain Adaptation image-classification
— Unverified Learning by Ignoring, with Application to Domain Adaptation Dec 28, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Dec 27, 2020 Data Augmentation Domain Adaptation
Code Code Available 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification Dec 25, 2020 Domain Adaptation Pseudo Label
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 General Domain Adaptation Through Proportional Progressive Pseudo Labeling Dec 23, 2020 Anomaly Detection Domain Adaptation
Code Code Available ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Dec 23, 2020 Domain Adaptation Image Segmentation
— Unverified Open Set Domain Adaptation by Extreme Value Theory Dec 22, 2020 Domain Adaptation
— Unverified Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020 Dec 22, 2020 Domain Adaptation Machine Translation
— Unverified Flexible deep transfer learning by separate feature embeddings and manifold alignment Dec 22, 2020 Domain Adaptation Object Recognition
— Unverified Learning Disentangled Semantic Representation for Domain Adaptation Dec 22, 2020 Domain Adaptation
Code Code Available Time Series Domain Adaptation via Sparse Associative Structure Alignment Dec 22, 2020 Domain Adaptation Time Series
— Unverified Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Dec 22, 2020 Cross-Lingual NER Domain Adaptation
Code Code Available Cross-Domain Latent Modulation for Variational Transfer Learning Dec 21, 2020 Domain Adaptation Transfer Learning
— Unverified Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Dec 21, 2020 Domain Adaptation Generative Adversarial Network
— Unverified SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Dec 21, 2020 Domain Adaptation Pseudo Label
Code Code Available Domain-adaptive Fall Detection Using Deep Adversarial Training Dec 20, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation Dec 19, 2020 Anomaly Detection Domain Adaptation
— Unverified Finding Sparse Structures for Domain Specific Neural Machine Translation Dec 19, 2020 Domain Adaptation Machine Translation
Code Code Available Fundamental Limits and Tradeoffs in Invariant Representation Learning Dec 19, 2020 Domain Adaptation Fairness
— 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 Towards Recognizing New Semantic Concepts in New Visual Domains Dec 16, 2020 Domain Adaptation Domain Generalization
Code Code Available Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Dec 16, 2020 Contrastive Learning Data Augmentation
Code Code Available Hypothesis Disparity Regularized Mutual Information Maximization Dec 15, 2020 Domain Adaptation Transfer Learning
— Unverified Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation Dec 15, 2020 Domain Adaptation Meta-Learning
— Unverified mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets Dec 15, 2020 3D Semantic Segmentation Domain Adaptation
— Unverified Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation Dec 15, 2020 Clustering Domain Adaptation
Code Code Available Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection Dec 15, 2020 Domain Adaptation Object
Code Code Available CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking Dec 14, 2020 Active Learning Contrastive Learning
Code Code Available Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation Dec 13, 2020 Domain Adaptation Semantic Segmentation
Code Code Available DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning Dec 12, 2020 Disentanglement Domain Adaptation
— Unverified TARA: Training and Representation Alteration for AI Fairness and Domain Generalization Dec 11, 2020 Domain Adaptation Domain Generalization
— Unverified 