AI-enabled Efficient and Safe Food Supply Chain May 1, 2021 Clustering Domain Adaptation
— Unverified Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Apr 30, 2021 Data Augmentation Domain Adaptation
Code Code Available Reproducibility of "FDA: Fourier Domain Adaptation forSemantic Segmentation Apr 30, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Apr 29, 2021 Domain Adaptation Ensemble Learning
Code Code Available Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG Apr 28, 2021 Diagnostic Domain Adaptation
— Unverified Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Apr 28, 2021 Data Augmentation Domain Adaptation
— Unverified Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Apr 28, 2021 Depth Estimation Depth Prediction
Code Code Available Sign Segmentation with Changepoint-Modulated Pseudo-Labelling Apr 28, 2021 Domain Adaptation Segmentation
Code Code Available Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks Apr 28, 2021 Domain Adaptation Generative Adversarial Network
— Unverified Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Apr 27, 2021 Domain Adaptation Person Re-Identification
Code Code Available Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Apr 27, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Graphical Modeling for Multi-Source Domain Adaptation Apr 27, 2021 Domain Adaptation
Code Code Available NTIRE 2021 Depth Guided Image Relighting Challenge Apr 27, 2021 Data Augmentation Domain Adaptation
Code Code Available If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Apr 27, 2021 Contrastive Learning Domain Adaptation
Code Code Available Integration of Unpaired Single-cell Chromatin Accessibility and Gene Expression Data via Adversarial Learning Apr 26, 2021 Data Integration Domain Adaptation
— Unverified T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition Apr 23, 2021 Domain Adaptation Multi-Task Learning
Code Code Available STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains Apr 23, 2021 Domain Adaptation Pseudo Label
— Unverified DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Apr 22, 2021 Autonomous Driving Domain Adaptation
Code Code Available Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Apr 22, 2021 Domain Adaptation Language Modeling
— Unverified Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Apr 22, 2021 Contrastive Learning Domain Adaptation
— Unverified Hazy Re-ID: An Interference Suppression Model For Domain Adaptation Person Re-identification Under Inclement Weather Condition Apr 22, 2021 Domain Adaptation Person Re-Identification
Code Code Available Cycle and Semantic Consistent Adversarial Domain Adaptation for Reducing Simulation-to-Real Domain Shift in LiDAR Bird's Eye View Apr 22, 2021 3D Object Detection Domain Adaptation
— Unverified Cross-Domain and Disentangled Face Manipulation with 3D Guidance Apr 22, 2021 Attribute Domain Adaptation
Code Code Available Disfluency Detection with Unlabeled Data and Small BERT Models Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Corruption-Agnostic Robust Domain Adaptation Apr 21, 2021 Domain Adaptation
— Unverified Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Apr 20, 2021 Domain Adaptation Segmentation
Code Code Available Visualizing Adapted Knowledge in Domain Transfer Apr 20, 2021 Domain Adaptation Explainable artificial intelligence
Code Code Available Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications Apr 20, 2021 Domain Adaptation Lesion Segmentation
— Unverified A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling Apr 19, 2021 Acoustic echo cancellation Domain Adaptation
— Unverified Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Apr 19, 2021 Clustering Domain Adaptation
Code Code Available ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation Apr 19, 2021 Data Augmentation Domain Adaptation
Code Code Available DANICE: Domain adaptation without forgetting in neural image compression Apr 19, 2021 Domain Adaptation Image Compression
— Unverified Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available The challenges of temporal alignment on Twitter during crises Apr 17, 2021 Domain Adaptation
Code Code Available Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media Apr 16, 2021 Document Classification Domain Adaptation
Code Code Available Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data Apr 15, 2021 Classification Domain Adaptation
— Unverified Action Segmentation with Mixed Temporal Domain Adaptation Apr 15, 2021 Action Segmentation Domain Adaptation
— Unverified Iterative Alignment Flows Apr 15, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Cross-Domain Label-Adaptive Stance Detection Apr 15, 2021 Domain Adaptation Mixture-of-Experts
Code Code Available UDALM: Unsupervised Domain Adaptation through Language Modeling Apr 14, 2021 Domain Adaptation Language Modeling
Code Code Available Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Apr 14, 2021 Anatomy Diagnostic
Code Code Available TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Apr 14, 2021 Denoising Domain Adaptation
Code Code Available Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Apr 14, 2021 Domain Adaptation Machine Translation
— Unverified CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge Distillation Apr 13, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
Code Code Available Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Apr 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds Apr 12, 2021 Domain Adaptation Point Cloud Classification
— Unverified Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis Apr 12, 2021 Domain Adaptation Image-to-Image Translation
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