Domain Adaptation

Sample Selection for Universal Domain Adaptation AAAI 2021 Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021 SANDI: Story-and-Images Alignment EACL 2021 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021 Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) ACL 2021 Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More ICML 2021 Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery WACV 2021 Scene-Agnostic Multi-Microphone Speech Dereverberation Interspeech 2021 SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation AAAI 2021 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021 Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP 2021 Seeking Similarities Over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection ICCV 2021 Selecting Data Augmentation for Simulating Interventions ICML 2021 Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation SemEval 2021 Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images ICCV 2021 Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021 Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021 Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images ICCV 2021 Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021 Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021 Self-Supervised Real-to-Sim Scene Generation ICCV 2021 Self-Supervised Visual-LiDAR Odometry With Flip Consistency WACV 2021 Semantic Concentration for Domain Adaptation ICCV 2021 SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing SemEval 2021 Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ACL 2021