Few-Shot Domain Adaptation For End-to-End Communication Aug 2, 2021 Decoder Domain Adaptation
Code Code Available PROTEST-ER: Retraining BERT for Protest Event Extraction Aug 1, 2021 Domain Adaptation Event Extraction
— Unverified WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation Aug 1, 2021 Domain Adaptation
Code Code Available Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification Aug 1, 2021 Cross-Domain Text Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters Aug 1, 2021 Domain Adaptation Event Detection
— Unverified A Comparison of Sentence-Weighting Techniques for NMT Aug 1, 2021 Classification Domain Adaptation
— Unverified Bidirectional Domain Adaptation Using Weighted Multi-Task Learning Aug 1, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task Aug 1, 2021 Domain Adaptation Knowledge Distillation
— Unverified Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers Aug 1, 2021 Domain Adaptation
— Unverified How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? Aug 1, 2021 Domain Adaptation Hallucination
Code Code Available MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation Aug 1, 2021 Domain Adaptation Negation
— Unverified YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing Aug 1, 2021 Domain Adaptation NER
— Unverified Bridge-Based Active Domain Adaptation for Aspect Term Extraction Aug 1, 2021 Domain Adaptation Term Extraction
Code Code Available Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation Aug 1, 2021 Cross-Domain Text Classification Domain Adaptation
— Unverified Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation Aug 1, 2021 Domain Adaptation Time Series Forecasting
Code Code Available Stance Detection in COVID-19 Tweets Aug 1, 2021 Domain Adaptation Stance Detection
— Unverified BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation Aug 1, 2021 Attribute Domain Adaptation
— Unverified BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data Aug 1, 2021 Domain Adaptation Fact Verification
— Unverified IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes Aug 1, 2021 Data Augmentation Domain Adaptation
— Unverified PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging Aug 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation Aug 1, 2021 Domain Adaptation Sentence
— Unverified SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing Aug 1, 2021 Domain Adaptation Negation
Code Code Available The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation Aug 1, 2021 Active Learning Data Augmentation
— Unverified Conditional Bures Metric for Domain Adaptation Jul 31, 2021 Domain Adaptation Transfer Learning
— Unverified Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Jul 30, 2021 3D Semantic Segmentation Domain Adaptation
Code Code Available T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Jul 30, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available Addressing materials' microstructure diversity using transfer learning Jul 29, 2021 Data Augmentation Diversity
— Unverified Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN Jul 29, 2021 Domain Adaptation Face Recognition
— Unverified Generalizing Gaze Estimation with Outlier-guided Collaborative Adaptation Jul 29, 2021 Domain Adaptation Gaze Estimation
Code Code Available Adversarial Open Domain Adaption Framework (AODA): Sketch-to-Photo Synthesis Jul 28, 2021 Domain Adaptation
— Unverified SimROD: A Simple Adaptation Method for Robust Object Detection Jul 28, 2021 Domain Adaptation Object
Code Code Available Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Jul 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Monocular Depth Estimation in Highly Complex Environments Jul 28, 2021 Depth Estimation Domain Adaptation
Code Code Available Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation Jul 28, 2021 Age Estimation Domain Adaptation
— Unverified Adaptation and Generalization for Unknown Sensitive Factors of Variations Jul 28, 2021 Domain Adaptation Domain Generalization
— Unverified A Low-Cost Neural ODE with Depthwise Separable Convolution for Edge Domain Adaptation on FPGAs Jul 27, 2021 Domain Adaptation image-classification
— Unverified Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Jul 27, 2021 Decoder Domain Adaptation
Code Code Available Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation Jul 27, 2021 Clustering Deep Clustering
Code Code Available Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach Jul 27, 2021 Cultural Vocal Bursts Intensity Prediction Data Augmentation
— Unverified Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification Jul 26, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available Transferable Dialogue Systems and User Simulators Jul 25, 2021 Domain Adaptation Transfer Learning
Code Code Available A Joint and Domain-Adaptive Approach to Spoken Language Understanding Jul 25, 2021 Domain Adaptation Intent Detection
— Unverified Emotion analysis and detection during COVID-19 Jul 23, 2021 Domain Adaptation Emotion Recognition
— Unverified Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation Jul 23, 2021 Domain Adaptation Few-Shot Learning
Code Code Available HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis Jul 23, 2021 Diagnostic Domain Adaptation
Code Code Available VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data Jul 23, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Video Semantic Segmentation Jul 23, 2021 Domain Adaptation Semantic Segmentation
— Unverified Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks Jul 23, 2021 Domain Adaptation image-classification
— Unverified Transporting Causal Mechanisms for Unsupervised Domain Adaptation Jul 23, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 