Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Nov 11, 2021 Domain Adaptation Speech Enhancement
Code Code Available Probabilistic Contrastive Learning for Domain Adaptation Nov 11, 2021 Contrastive Learning Domain Adaptation
Code Code Available Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation Nov 9, 2021 Domain Adaptation Specificity
— Unverified Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation Nov 8, 2021 Brain Segmentation Domain Adaptation
— Unverified Multi-Modality Cardiac Image Analysis with Deep Learning Nov 8, 2021 Deep Learning Domain Adaptation
— Unverified Domain Attention Consistency for Multi-Source Domain Adaptation Nov 6, 2021 Attribute Domain Adaptation
Code Code Available Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation Nov 5, 2021 Domain Adaptation
Code Code Available Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation Nov 5, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Transferable Time-Series Forecasting under Causal Conditional Shift Nov 5, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Nov 4, 2021 Crop Classification Domain Adaptation
Code Code Available Certainty Volume Prediction for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Prediction
Code Code Available Understanding Cross Domain Presentation Attack Detection for Visible Face Recognition Nov 3, 2021 Domain Adaptation Face Recognition
— Unverified Deep Least Squares Alignment for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Personalized One-Shot Lipreading for an ALS Patient Nov 2, 2021 Domain Adaptation Lipreading
— Unverified Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective Nov 1, 2021 Domain Adaptation fr-en
— Unverified MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation Nov 1, 2021 Contrastive Learning Domain Adaptation
— Unverified FJWU Participation for the WMT21 Biomedical Translation Task Nov 1, 2021 Domain Adaptation Information Retrieval
— Unverified Multi-Domain Multilingual Question Answering Nov 1, 2021 Cross-Lingual Transfer Domain Adaptation
Code Code Available Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks Nov 1, 2021 Continual Pretraining Domain Adaptation
— Unverified Corporate Bankruptcy Prediction with BERT Model Nov 1, 2021 Domain Adaptation Language Modeling
— Unverified NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis Nov 1, 2021 Domain Adaptation GPU
Code Code Available Unsupervised Multi-View Post-OCR Error Correction With Language Models Nov 1, 2021 Domain Adaptation Language Modeling
— Unverified Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation Nov 1, 2021 Domain Adaptation Machine Translation
— Unverified DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction Nov 1, 2021 Aspect Extraction Domain Adaptation
Code Code Available A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging Nov 1, 2021 Domain Adaptation POS
Code Code Available PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition Nov 1, 2021 Cross-Domain Named Entity Recognition Data Augmentation
— Unverified TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection Nov 1, 2021 Anomaly Detection Data Augmentation
— Unverified Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension Nov 1, 2021 Domain Adaptation Reading Comprehension
Code Code Available Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing Nov 1, 2021 Dependency Parsing Domain Adaptation
— Unverified Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task Nov 1, 2021 Domain Adaptation Multi-Task Learning
Code Code Available TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning Nov 1, 2021 Denoising Domain Adaptation
Code Code Available WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER Nov 1, 2021 Domain Adaptation Multilingual Named Entity Recognition
Code Code Available Domain-adaptation of spherical embeddings Nov 1, 2021 Document Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Adapter Nov 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Hierarchical Image Classification with A Literally Toy Dataset Nov 1, 2021 Classification Domain Adaptation
— Unverified Robustness of deep learning algorithms in astronomy -- galaxy morphology studies Nov 1, 2021 Astronomy Deep Learning
— Unverified Influential Prototypical Networks for Few Shot Learning: A Dermatological Case Study Nov 1, 2021 Domain Adaptation Few-Shot Learning
— Unverified Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition Oct 29, 2021 Domain Adaptation Language Modeling
— Unverified Cycle-Balanced Representation Learning For Counterfactual Inference Oct 29, 2021 counterfactual Counterfactual Inference
Code Code Available C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation Oct 29, 2021 Domain Adaptation Image Segmentation
— Unverified On Label Shift in Domain Adaptation via Wasserstein Distance Oct 29, 2021 Domain Adaptation
— Unverified Dispensed Transformer Network for Unsupervised Domain Adaptation Oct 28, 2021 Domain Adaptation GPU
— Unverified Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Oct 28, 2021 Contrastive Learning Domain Adaptation
— Unverified Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation Oct 27, 2021 Attribute Domain Adaptation
Code Code Available 2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition Oct 27, 2021 Domain Adaptation Universal Domain Adaptation
— Unverified Mapping conditional distributions for domain adaptation under generalized target shift Oct 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Oct 26, 2021 Domain Adaptation Generalization Bounds
Code Code Available Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning Oct 26, 2021 Acoustic Scene Classification Disentanglement
Code Code Available Cross-Region Building Counting in Satellite Imagery using Counting Consistency Oct 26, 2021 Domain Adaptation Management
Code Code Available Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning Oct 25, 2021 Domain Adaptation reinforcement-learning
— Unverified 