Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification Mar 2, 2023 Clustering Domain Adaptation
— Unverified UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction Mar 2, 2023 Cross-Lingual Transfer Domain Adaptation
— Unverified Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity Mar 2, 2023 Domain Adaptation Management
— Unverified Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Mar 2, 2023 Domain Adaptation Pseudo Label
Code Code Available Target Domain Data induces Negative Transfer in Mixed Domain Training with Disjoint Classes Mar 2, 2023 Domain Adaptation
— Unverified Domain-adapted large language models for classifying nuclear medicine reports Mar 1, 2023 Domain Adaptation Language Modeling
— Unverified UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Mar 1, 2023 Domain Adaptation Information Retrieval
Code Code Available Towards domain generalisation in ASR with elitist sampling and ensemble knowledge distillation Mar 1, 2023 Domain Adaptation Knowledge Distillation
— Unverified Federated Covariate Shift Adaptation for Missing Target Output Values Feb 28, 2023 Domain Adaptation Federated Learning
— Unverified Turning a CLIP Model into a Scene Text Detector Feb 28, 2023 Domain Adaptation Scene Text Detection
Code Code Available Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction Feb 28, 2023 Aspect Extraction Domain Adaptation
— Unverified Approximately optimal domain adaptation with Fisher's Linear Discriminant Feb 27, 2023 Domain Adaptation EEG
— Unverified Domain Adaptive Decision Trees: Implications for Accuracy and Fairness Feb 27, 2023 Domain Adaptation Fairness
Code Code Available Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Feb 27, 2023 Domain Adaptation Domain Generalization
Code Code Available Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Feb 27, 2023 Active Learning Domain Adaptation
Code Code Available Supervised Virtual-to-Real Domain Adaptation for Object Detection Task using YOLO Feb 27, 2023 Domain Adaptation Object
— Unverified Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Feb 27, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment Feb 26, 2023 Computed Tomography (CT) CT Reconstruction
Code Code Available On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space Feb 23, 2023 Binary Classification Domain Adaptation
— Unverified Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach Feb 23, 2023 Domain Adaptation
— Unverified Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Feb 23, 2023 Domain Adaptation Image Enhancement
— Unverified Simple and Scalable Nearest Neighbor Machine Translation Feb 23, 2023 Domain Adaptation Machine Translation
Code Code Available Unsupervised Noise adaptation using Data Simulation Feb 23, 2023 Domain Adaptation Generative Adversarial Network
— Unverified Unsupervised Domain Adaptation via Distilled Discriminative Clustering Feb 23, 2023 Clustering Domain Adaptation
Code Code Available A Comprehensive Survey on Source-free Domain Adaptation Feb 23, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition Feb 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Reinforcement Learning Framework for Online Speaker Diarization Feb 21, 2023 Decision Making Domain Adaptation
— Unverified kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models Feb 21, 2023 Domain Adaptation Language Modeling
— Unverified Scalable Infomin Learning Feb 21, 2023 Domain Adaptation Fairness
Code Code Available Assessing Domain Gap for Continual Domain Adaptation in Object Detection Feb 21, 2023 Domain Adaptation object-detection
Code Code Available Cross-Domain Label Propagation for Domain Adaptation with Discriminative Graph Self-Learning Feb 17, 2023 Domain Adaptation Self-Learning
— Unverified Complex QA and language models hybrid architectures, Survey Feb 17, 2023 Domain Adaptation Fairness
— Unverified Adaptable End-to-End ASR Models using Replaceable Internal LMs and Residual Softmax Feb 16, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Domain Adaptation for MRI Volume Segmentation and Classification Using Image-to-Image Translation Feb 16, 2023 Domain Adaptation Image-to-Image Translation
— Unverified SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real Images Feb 16, 2023 Domain Adaptation Image Enhancement
Code Code Available Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Feb 14, 2023 Domain Adaptation Pseudo Label
Code Code Available MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation Feb 14, 2023 6D Pose Estimation using RGB Domain Adaptation
— Unverified In Search for a Generalizable Method for Source Free Domain Adaptation Feb 13, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition Feb 13, 2023 Data Augmentation Domain Adaptation
— Unverified Towards Writing Style Adaptation in Handwriting Recognition Feb 13, 2023 Domain Adaptation Handwriting Recognition
— Unverified AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Feb 12, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data Feb 10, 2023 Domain Adaptation
— Unverified Project and Probe: Sample-Efficient Domain Adaptation by Interpolating Orthogonal Features Feb 10, 2023 Domain Adaptation Transfer Learning
— Unverified Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting Feb 10, 2023 Domain Adaptation Federated Learning
Code Code Available Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Feb 10, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Attention-based Domain Adaptation Forecasting of Streamflow in Data-Sparse Regions Feb 10, 2023 Domain Adaptation Management
Code Code Available Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Feb 9, 2023 2D Object Detection Autonomous Driving
— Unverified Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings Feb 9, 2023 Domain Adaptation
Code Code Available Simulation-to-reality UAV Fault Diagnosis with Deep Learning Feb 9, 2023 Deep Learning Domain Adaptation
— Unverified 