Unsupervised Cross-Domain Soft Sensor Modelling via Deep Physics-Inspired Particle Flow Bayes Jun 8, 2023 Domain Adaptation Missing Labels
— Unverified CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Jun 8, 2023 Contrastive Learning Domain Adaptation
— Unverified Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation Jun 7, 2023 Dialogue State Tracking Domain Adaptation
Code Code Available Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Jun 7, 2023 Domain Adaptation Language Modeling
— Unverified Cross-Database and Cross-Channel ECG Arrhythmia Heartbeat Classification Based on Unsupervised Domain Adaptation Jun 7, 2023 Diagnostic Domain Adaptation
— Unverified Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation Jun 6, 2023 Domain Adaptation Image Segmentation
Code Code Available Real-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification Jun 6, 2023 Domain Adaptation Online unsupervised domain adaptation
— Unverified Explaining and Adapting Graph Conditional Shift Jun 5, 2023 Domain Adaptation Graph Classification
— Unverified Personalized Federated Domain Adaptation for Item-to-Item Recommendation Jun 5, 2023 Domain Adaptation Federated Learning
— Unverified Structural Re-weighting Improves Graph Domain Adaptation Jun 5, 2023 Attribute Domain Adaptation
Code Code Available Long-range UAV Thermal Geo-localization with Satellite Imagery Jun 5, 2023 Domain Adaptation geo-localization
Code Code Available Generative Adversarial Networks for Data Augmentation Jun 3, 2023 Data Augmentation Domain Adaptation
— Unverified Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks? Jun 2, 2023 Domain Adaptation Domain Generalization
— Unverified Federated Domain Generalization: A Survey Jun 2, 2023 Domain Adaptation Domain Generalization
— Unverified Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Jun 2, 2023 Domain Adaptation Segmentation
Code Code Available Text Style Transfer Back-Translation Jun 2, 2023 Data Augmentation Domain Adaptation
Code Code Available GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing Jun 2, 2023 Classification Domain Adaptation
— Unverified Uneven Bi-Classifier Learning for Domain Adaptation Jun 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Jun 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available Learning Disentangled Prompts for Compositional Image Synthesis Jun 1, 2023 Domain Adaptation Image Generation
Code Code Available Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Jun 1, 2023 Data Augmentation Domain Adaptation
— Unverified Neuronal Cell Type Classification using Deep Learning Jun 1, 2023 Classification Deep Learning
— Unverified FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available Maximal Domain Independent Representations Improve Transfer Learning Jun 1, 2023 Domain Adaptation Transfer Learning
— Unverified Building Manufacturing Deep Learning Models with Minimal and Imbalanced Training Data Using Domain Adaptation and Data Augmentation May 31, 2023 Data Augmentation Defect Detection
— Unverified Towards Flow Graph Prediction of Open-Domain Procedural Texts May 31, 2023 Articles Domain Adaptation
— Unverified Domain knowledge-informed Synthetic fault sample generation with Health Data Map for cross-domain Planetary Gearbox Fault Diagnosis May 31, 2023 Domain Adaptation Fault Diagnosis
— Unverified Deep into The Domain Shift: Transfer Learning through Dependence Regularization May 31, 2023 Domain Adaptation Transfer Learning
Code Code Available Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability May 31, 2023 Binary Classification Classification
— Unverified ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models May 30, 2023 Computational Efficiency Domain Adaptation
— Unverified Convolutional Monge Mapping Normalization for learning on sleep data May 30, 2023 Domain Adaptation EEG
Code Code Available Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? May 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs May 29, 2023 Domain Adaptation GPU
— Unverified Short Answer Grading Using One-shot Prompting and Text Similarity Scoring Model May 29, 2023 Domain Adaptation Language Modeling
— Unverified CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift May 29, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
Code Code Available Source-Free Domain Adaptation for SSVEP-based Brain-Computer Interfaces May 27, 2023 Brain Computer Interface Domain Adaptation
Code Code Available Condition-Invariant Semantic Segmentation May 27, 2023 Domain Adaptation Segmentation
Code Code Available Coping with low data availability for social media crisis message categorisation May 26, 2023 Domain Adaptation Multi-Task Learning
— Unverified Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available NeuroX Library for Neuron Analysis of Deep NLP Models May 26, 2023 Domain Adaptation
Code Code Available Improving Knowledge Distillation via Regularizing Feature Norm and Direction May 26, 2023 Domain Adaptation Knowledge Distillation
Code Code Available Extremely weakly-supervised blood vessel segmentation with physiologically based synthesis and domain adaptation May 26, 2023 Domain Adaptation
Code Code Available The Representation Jensen-Shannon Divergence May 25, 2023 Domain Adaptation Two-sample testing
Code Code Available Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech May 25, 2023 Domain Adaptation
— Unverified Anomaly Detection with Conditioned Denoising Diffusion Models May 25, 2023 Anomaly Detection Denoising
Code Code Available Robust Category-Level 3D Pose Estimation from Synthetic Data May 25, 2023 3D Pose Estimation 3D Reconstruction
— Unverified Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement May 25, 2023 3D Reconstruction Disentanglement
Code Code Available Minimizing f-Divergences by Interpolating Velocity Fields May 24, 2023 Domain Adaptation Imputation
Code Code Available Generalized domain adaptation framework for parametric back-end in speaker recognition May 24, 2023 Domain Adaptation Speaker Recognition
— Unverified 