Explainable Misinformation Detection Across Multiple Social Media Platforms Mar 20, 2022 Domain Adaptation Misinformation
— Unverified Deep Learning based Intelligent Coin-tap Test for Defect Recognition Mar 20, 2022 Deep Learning Domain Adaptation
Code Code Available Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Mar 19, 2022 Autonomous Vehicles Decoder
Code Code Available Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Mar 19, 2022 Domain Adaptation Image Segmentation
— Unverified Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation Mar 17, 2022 Domain Adaptation Image-to-Image Translation
— Unverified Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle Mar 17, 2022 Domain Adaptation Image Dehazing
— Unverified Adversarial Support Alignment Mar 16, 2022 Domain Adaptation
— Unverified Domain Adaptive Hand Keypoint and Pixel Localization in the Wild Mar 16, 2022 Domain Adaptation Knowledge Distillation
— Unverified Training Generative Adversarial Networks for Optical Property Mapping using Synthetic Image Data Mar 15, 2022 Domain Adaptation Generative Adversarial Network
— Unverified Toward Improving Attentive Neural Networks in Legal Text Processing Mar 15, 2022 Domain Adaptation
— Unverified Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Mar 14, 2022 Contrastive Learning Domain Adaptation
— Unverified CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection Mar 14, 2022 Data Valuation Domain Adaptation
— Unverified Interpretable Dysarthric Speaker Adaptation based on Optimal-Transport Mar 14, 2022 Domain Adaptation speech-recognition
— Unverified From Big to Small: Adaptive Learning to Partial-Set Domains Mar 14, 2022 Domain Adaptation Partial Domain Adaptation
— Unverified ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Mar 14, 2022 Attribute Domain Adaptation
Code Code Available CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection Mar 14, 2022 All Domain Adaptation
— Unverified Towards Semantic Search for Community Question Answering for Mortgage Officers Mar 14, 2022 Community Question Answering Domain Adaptation
— Unverified Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound Mar 13, 2022 Data Augmentation Domain Adaptation
— Unverified MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan Mar 12, 2022 Anatomy Data Augmentation
— Unverified Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis Mar 10, 2022 Disentanglement Domain Adaptation
— Unverified Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Mar 9, 2022 Domain Adaptation
— Unverified Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy Mar 9, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified Plug-and-play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping Mar 8, 2022 Domain Adaptation Skull Stripping
— Unverified Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance Mar 7, 2022 Computed Tomography (CT) Domain Adaptation
— Unverified Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Mar 7, 2022 Domain Adaptation Domain Generalization
Code Code Available Open Set Domain Adaptation By Novel Class Discovery Mar 7, 2022 Domain Adaptation Novel Class Discovery
— Unverified Shift-Robust Node Classification via Graph Adversarial Clustering Mar 7, 2022 Classification Clustering
— Unverified An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions Mar 7, 2022 2D Object Detection Autonomous Driving
— Unverified Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Mar 7, 2022 Contrastive Learning Domain Adaptation
— Unverified Maximizing Conditional Independence for Unsupervised Domain Adaptation Mar 7, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation with Factorizable Joint Shift Mar 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning Mar 4, 2022 Deep Reinforcement Learning Domain Adaptation
— Unverified FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning Mar 3, 2022 Domain Adaptation Few-Shot Learning
— Unverified Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Mar 3, 2022 Domain Adaptation Graph Learning
Code Code Available Synthetic to Real Framework based on Convolutional Multi-Head Attention and Hybrid Domain Alignment Mar 2, 2022 Domain Adaptation Fault Diagnosis
— Unverified An Intelligent Gearbox Fault Diagnosis under Different Operating Conditions using Adversarial Domain Adaptation Mar 2, 2022 Diagnostic Domain Adaptation
— Unverified Estimating Conditional Average Treatment Effects with Missing Treatment Information Mar 2, 2022 Domain Adaptation
Code Code Available Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Mar 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available Global-Local Regularization Via Distributional Robustness Mar 1, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Low-Cost On-device Partial Domain Adaptation (LoCO-PDA): Enabling efficient CNN retraining on edge devices Mar 1, 2022 Domain Adaptation Partial Domain Adaptation
— Unverified Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification Mar 1, 2022 Clustering Contrastive Learning
— Unverified Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation Feb 27, 2022 Domain Adaptation Semantic Similarity
— Unverified Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Feb 27, 2022 Causal Discovery Domain Adaptation
Code Code Available BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Feb 26, 2022 Domain Adaptation Machine Reading Comprehension
Code Code Available Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems Feb 25, 2022 Domain Adaptation
— Unverified Towards Unsupervised Domain Adaptation via Domain-Transformer Feb 24, 2022 Domain Adaptation Generalization Bounds
— Unverified Temporal Convolution Domain Adaptation Learning for Crops Growth Prediction Feb 24, 2022 Domain Adaptation Prediction
— Unverified Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form Speech Feb 24, 2022 Domain Adaptation Form
— Unverified 