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 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 Approximately optimal domain adaptation with Fisher's Linear Discriminant Feb 27, 2023 Domain Adaptation EEG
— Unverified Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment Feb 26, 2023 Computed Tomography (CT) CT Reconstruction
Code Code Available Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Feb 23, 2023 Domain Adaptation Image Enhancement
— Unverified Unsupervised Noise adaptation using Data Simulation Feb 23, 2023 Domain Adaptation Generative Adversarial Network
— Unverified On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space Feb 23, 2023 Binary Classification Domain Adaptation
— Unverified A Comprehensive Survey on Source-free Domain Adaptation Feb 23, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach Feb 23, 2023 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 kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models Feb 21, 2023 Domain Adaptation Language Modeling
— Unverified Assessing Domain Gap for Continual Domain Adaptation in Object Detection Feb 21, 2023 Domain Adaptation object-detection
Code Code Available A Reinforcement Learning Framework for Online Speaker Diarization Feb 21, 2023 Decision Making Domain Adaptation
— Unverified 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 MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation Feb 14, 2023 6D Pose Estimation using RGB Domain Adaptation
— Unverified Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified In Search for a Generalizable Method for Source Free Domain Adaptation Feb 13, 2023 Domain Adaptation Source-Free Domain Adaptation
— 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 Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Feb 10, 2023 Domain Adaptation Unsupervised 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 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 Simulation-to-reality UAV Fault Diagnosis with Deep Learning Feb 9, 2023 Deep Learning Domain Adaptation
— Unverified Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings Feb 9, 2023 Domain Adaptation
Code Code Available Domain Adaptation of Synthetic Driving Datasets for Real-World Autonomous Driving Feb 8, 2023 Autonomous Driving Domain Adaptation
— Unverified Domain Adaptation via Rebalanced Sub-domain Alignment Feb 3, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation Feb 3, 2023 Blended-target Domain Adaptation Domain Adaptation
Code Code Available Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction Feb 3, 2023 Domain Adaptation Management
— Unverified Interpretations of Domain Adaptations via Layer Variational Analysis Feb 3, 2023 Domain Adaptation Transfer Learning
Code Code Available Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation Feb 3, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Efficient Domain Adaptation for Speech Foundation Models Feb 3, 2023 Decoder Domain Adaptation
— Unverified Open-Set Multi-Source Multi-Target Domain Adaptation Feb 2, 2023 Domain Adaptation Graph Attention
— Unverified Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Feb 2, 2023 Continual Learning Domain Adaptation
— Unverified An Out-of-Domain Synapse Detection Challenge for Microwasp Brain Connectomes Feb 1, 2023 Diversity Domain Adaptation
— Unverified Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases Feb 1, 2023 Articles Domain Adaptation
— Unverified Lidar Upsampling with Sliced Wasserstein Distance Jan 31, 2023 Autonomous Driving Domain Adaptation
— Unverified Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets Jan 31, 2023 Domain Adaptation Fairness
— Unverified When Source-Free Domain Adaptation Meets Learning with Noisy Labels Jan 31, 2023 Domain Adaptation Learning with noisy labels
— Unverified Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Jan 30, 2023 Classification Disentanglement
— Unverified N-Gram Nearest Neighbor Machine Translation Jan 30, 2023 Domain Adaptation Machine Translation
— Unverified ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation Jan 29, 2023 Disentanglement Domain Adaptation
— Unverified 