LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification Jun 8, 2023 Domain Adaptation Multi-Task Learning
Code Code Available Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation Jun 8, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Jun 8, 2023 Contrastive Learning Domain Adaptation
— Unverified Cross-Database and Cross-Channel ECG Arrhythmia Heartbeat Classification Based on Unsupervised Domain Adaptation Jun 7, 2023 Diagnostic Domain Adaptation
— Unverified Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Jun 7, 2023 Domain Adaptation Language Modeling
— 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 Personalized Federated Domain Adaptation for Item-to-Item Recommendation Jun 5, 2023 Domain Adaptation Federated Learning
— Unverified Explaining and Adapting Graph Conditional Shift Jun 5, 2023 Domain Adaptation Graph Classification
— Unverified Generative Adversarial Networks for Data Augmentation Jun 3, 2023 Data Augmentation Domain Adaptation
— Unverified 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 Text Style Transfer Back-Translation Jun 2, 2023 Data Augmentation Domain Adaptation
Code Code Available Federated Domain Generalization: A Survey Jun 2, 2023 Domain Adaptation Domain Generalization
— Unverified Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks? Jun 2, 2023 Domain Adaptation Domain Generalization
— Unverified Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Jun 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available Neuronal Cell Type Classification using Deep Learning Jun 1, 2023 Classification Deep Learning
— Unverified Maximal Domain Independent Representations Improve Transfer Learning Jun 1, 2023 Domain Adaptation Transfer Learning
— Unverified Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Jun 1, 2023 Data Augmentation Domain Adaptation
— Unverified FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available Uneven Bi-Classifier Learning for Domain Adaptation Jun 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability May 31, 2023 Binary Classification Classification
— 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 Deep into The Domain Shift: Transfer Learning through Dependence Regularization May 31, 2023 Domain Adaptation Transfer Learning
Code Code Available 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 Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? May 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Convolutional Monge Mapping Normalization for learning on sleep data May 30, 2023 Domain Adaptation EEG
Code Code Available ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models May 30, 2023 Computational Efficiency Domain Adaptation
— Unverified Short Answer Grading Using One-shot Prompting and Text Similarity Scoring Model May 29, 2023 Domain Adaptation Language Modeling
— Unverified Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs May 29, 2023 Domain Adaptation GPU
— Unverified CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift May 29, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Source-Free Domain Adaptation for SSVEP-based Brain-Computer Interfaces May 27, 2023 Brain Computer Interface Domain Adaptation
Code Code Available Coping with low data availability for social media crisis message categorisation May 26, 2023 Domain Adaptation Multi-Task Learning
— Unverified Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement May 25, 2023 3D Reconstruction Disentanglement
Code Code Available Robust Category-Level 3D Pose Estimation from Synthetic Data May 25, 2023 3D Pose Estimation 3D Reconstruction
— Unverified 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 The Representation Jensen-Shannon Divergence May 25, 2023 Domain Adaptation Two-sample testing
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 Adaptive Face Recognition Using Adversarial Information Network May 23, 2023 Domain Adaptation Domain Generalization
— Unverified Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation May 23, 2023 Domain Adaptation Domain Generalization
Code Code Available Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation May 23, 2023 Domain Adaptation Pseudo Label
— Unverified Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers May 23, 2023 Domain Adaptation Segmentation
— Unverified Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment May 22, 2023 Domain Adaptation Pseudo Label
— Unverified Progressive Sub-Graph Clustering Algorithm for Semi-Supervised Domain Adaptation Speaker Verification May 22, 2023 Clustering Diversity
— Unverified Modular Domain Adaptation for Conformer-Based Streaming ASR May 22, 2023 Domain Adaptation speech-recognition
— Unverified Observations on LLMs for Telecom Domain: Capabilities and Limitations May 22, 2023 Domain Adaptation Language Modeling
— Unverified TADA: Efficient Task-Agnostic Domain Adaptation for Transformers May 22, 2023 Domain Adaptation
Code Code Available Feasibility of Transfer Learning: A Mathematical Framework May 22, 2023 Domain Adaptation image-classification
— Unverified 