NICT Kyoto Submission for the WMT’20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation Nov 1, 2020 Domain Adaptation Language Modeling
— Unverified The IPN-CIC team system submission for the WMT 2020 similar language task Nov 1, 2020 Domain Adaptation Translation
— Unverified A Study of Residual Adapters for Multi-Domain Neural Machine Translation Nov 1, 2020 Domain Adaptation Machine Translation
Code Code Available Ixamed’s submission description for WMT20 Biomedical shared task: benefits and limitations of using terminologies for domain adaptation Nov 1, 2020 Domain Adaptation es-en
— Unverified LIMSI @ WMT 2020 Nov 1, 2020 Domain Adaptation Translation
— Unverified On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining Nov 1, 2020 Domain Adaptation GPU
— Unverified MICE: a middleware layer for MT Nov 1, 2020 Domain Adaptation named-entity-recognition
— Unverified Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words Nov 1, 2020 Domain Adaptation Word Embeddings
— Unverified Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling Nov 1, 2020 Cross-Lingual Document Classification Document Classification
— Unverified Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation Nov 1, 2020 de-en Domain Adaptation
Code Code Available Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble Nov 1, 2020 Domain Adaptation Ensemble Learning
Code Code Available Multi-Stage Pre-training for Automated Chinese Essay Scoring Nov 1, 2020 Domain Adaptation
— Unverified Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging Nov 1, 2020 Data Augmentation Domain Adaptation
— Unverified Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis Nov 1, 2020 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment Oct 31, 2020 Domain Adaptation Object
Code Code Available Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Oct 31, 2020 Domain Adaptation Semantic Segmentation
Code Code Available A Sui Generis QA Approach using RoBERTa for Adverse Drug Event Identification Oct 30, 2020 Domain Adaptation Question Answering
— Unverified CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Oct 30, 2020 Domain Adaptation Question Answering
Code Code Available Domain adaptation under structural causal models Oct 29, 2020 Domain Adaptation
Code Code Available Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos Oct 28, 2020 Domain Adaptation regression
— Unverified Unsupervised Domain Adaptation for Visual Navigation Oct 27, 2020 Domain Adaptation Translation
— Unverified Exploiting Neural Query Translation into Cross Lingual Information Retrieval Oct 26, 2020 Cross-Lingual Information Retrieval Data Augmentation
— Unverified On Embodied Visual Navigation in Real Environments Through Habitat Oct 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across EHR Systems Oct 26, 2020 Decision Making Domain Adaptation
— Unverified Dataset Dynamics via Gradient Flows in Probability Space Oct 24, 2020 BIG-bench Machine Learning Domain Adaptation
Code Code Available Rapid Domain Adaptation for Machine Translation with Monolingual Data Oct 23, 2020 Domain Adaptation Machine Translation
— Unverified Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Oct 23, 2020 Decision Making Domain Adaptation
— Unverified Casting a BAIT for Offline and Online Source-free Domain Adaptation Oct 23, 2020 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Domain Divergences: a Survey and Empirical Analysis Oct 23, 2020 Domain Adaptation Survey
— Unverified Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation Oct 23, 2020 Domain Adaptation Fairness
— Unverified Knowledge Distillation for BERT Unsupervised Domain Adaptation Oct 22, 2020 Domain Adaptation General Classification
Code Code Available Dynamic Layer Customization for Noise Robust Speech Emotion Recognition in Heterogeneous Condition Training Oct 21, 2020 Domain Adaptation Emotion Recognition
— Unverified Teacher-Student Consistency For Multi-Source Domain Adaptation Oct 20, 2020 Domain Adaptation Object Recognition
Code Code Available Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation Oct 20, 2020 COVID-19 Diagnosis Domain Adaptation
Code Code Available DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation Oct 19, 2020 Domain Adaptation Time Series
— Unverified Domain Generalized Person Re-Identification via Cross-Domain Episodic Learning Oct 19, 2020 Domain Adaptation Domain Generalization
— Unverified Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Oct 19, 2020 Action Localization Domain Adaptation
— Unverified Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains Oct 19, 2020 Domain Adaptation
— Unverified Teacher-Student Competition for Unsupervised Domain Adaptation Oct 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available From Local Structures to Size Generalization in Graph Neural Networks Oct 17, 2020 Combinatorial Optimization Domain Adaptation
— Unverified Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Oct 16, 2020 Data Augmentation Domain Adaptation
Code Code Available SF-UDA^3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection Oct 16, 2020 3D Object Detection Domain Adaptation
Code Code Available Auxiliary Task Reweighting for Minimum-data Learning Oct 16, 2020 Domain Adaptation Multi-Label Classification
— Unverified Revisiting Optical Flow Estimation in 360 Videos Oct 15, 2020 Data Augmentation Domain Adaptation
— Unverified Improved Multi-Source Domain Adaptation by Preservation of Factors Oct 15, 2020 Domain Adaptation image-classification
— Unverified Self-Supervised Domain Adaptation with Consistency Training Oct 15, 2020 Domain Adaptation image-classification
Code Code Available Fader Networks for domain adaptation on fMRI: ABIDE-II study Oct 14, 2020 Domain Adaptation Functional Connectivity
Code Code Available WeightAlign: Normalizing Activations by Weight Alignment Oct 14, 2020 Domain Adaptation Semantic Segmentation
— Unverified 