Adapting Neural Architectures Between Domains Dec 1, 2020 Domain Adaptation Generalization Bounds
Code Code Available 5 Generalizing Across Domains via Cross-Gradient Training Apr 28, 2018 Data Augmentation Domain Adaptation
Code Code Available 5 A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation Jun 22, 2021 Domain Adaptation Representation Learning
Code Code Available 5 CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Jul 6, 2021 Continual Learning Domain Adaptation
Code Code Available 5 CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation Oct 18, 2023 Domain Adaptation Few-Shot Relation Classification
Code Code Available 5 Domain Adaptation with Randomized Expectation Maximization Mar 20, 2018 Domain Adaptation Transfer Learning
Code Code Available 5 Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience Aug 6, 2023 Diagnostic Domain Adaptation
Code Code Available 5 Attending to Discriminative Certainty for Domain Adaptation Jun 8, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Cooperative Distribution Alignment via JSD Upper Bound Jul 5, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 ATL: Autonomous Knowledge Transfer from Many Streaming Processes Oct 8, 2019 Domain Adaptation Online Domain Adaptation
Code Code Available 5 Convolutional Monge Mapping Normalization for learning on sleep data May 30, 2023 Domain Adaptation EEG
Code Code Available 5 Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sep 12, 2023 Active Learning Domain Adaptation
Code Code Available 5 Generalizable Image Repair for Robust Visual Autonomous Racing Mar 7, 2025 Autonomous Racing Domain Adaptation
Code Code Available 5 Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples Aug 12, 2024 Domain Adaptation
Code Code Available 5 GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series Oct 9, 2024 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning Jan 26, 2024 Domain Adaptation Language Modelling
Code Code Available 5 GCAL: Adapting Graph Models to Evolving Domain Shifts May 22, 2025 Bilevel Optimization Domain Adaptation
Code Code Available 5 Gaze360: Physically Unconstrained Gaze Estimation in the Wild Oct 22, 2019 Domain Adaptation Gaze Estimation
Code Code Available 5 Asynchronous Collaborative Graph Representation for Frames and Events Jan 1, 2025 Depth Estimation Domain Adaptation
Code Code Available 5 General Domain Adaptation Through Proportional Progressive Pseudo Labeling Dec 23, 2020 Anomaly Detection Domain Adaptation
Code Code Available 5 Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available 5 Domain Adaptive Dialog Generation via Meta Learning Jun 8, 2019 Domain Adaptation Meta-Learning
Code Code Available 5 From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval Dec 1, 2018 Domain Adaptation Generative Adversarial Network
Code Code Available 5 Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation Feb 20, 2025 Domain Adaptation Transfer Learning
Code Code Available 5 From Priest to Doctor: Domain Adaptaion for Low-Resource Neural Machine Translation Dec 1, 2024 Domain Adaptation Low Resource Neural Machine Translation
Code Code Available 5 Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Jul 27, 2022 Domain Adaptation Image Generation
Code Code Available 5 FusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning Dec 20, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement May 25, 2023 3D Reconstruction Disentanglement
Code Code Available 5 General Frameworks for Conditional Two-Sample Testing Oct 22, 2024 Domain Adaptation Fairness
Code Code Available 5 Clustered Federated Learning via Embedding Distributions Jun 9, 2025 Clustering Domain Adaptation
Code Code Available 5 Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Aug 20, 2022 Domain Adaptation Misinformation
Code Code Available 5 From Colors to Classes: Emergence of Concepts in Vision Transformers Mar 31, 2025 Domain Adaptation Transfer Learning
Code Code Available 5 Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Dec 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective Sep 29, 2023 Blind Image Quality Assessment Domain Adaptation
Code Code Available 5 FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection Apr 10, 2021 Articles Domain Adaptation
Code Code Available 5 From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave May 30, 2024 Action Recognition Domain Adaptation
Code Code Available 5 Contrastive Bi-Projector for Unsupervised Domain Adaption Aug 14, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Apr 4, 2023 Autonomous Driving Domain Adaptation
Code Code Available 5 From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption Dec 20, 2024 Domain Adaptation Morphology classification
Code Code Available 5 FogGuard: guarding YOLO against fog using perceptual loss Mar 13, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 Domain adaptive pose estimation via multi-level alignment Apr 23, 2024 Animal Pose Estimation Domain Adaptation
Code Code Available 5 Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal Endoscopy Oct 21, 2024 Domain Adaptation image-classification
Code Code Available 5 Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available 5 FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition Feb 1, 2021 Active Learning Brain Computer Interface
Code Code Available 5 Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Jan 31, 2024 Continual Learning Domain Adaptation
Code Code Available 5 WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy Oct 24, 2022 Domain Adaptation Segmentation
Code Code Available 5 FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models May 30, 2024 Domain Adaptation Segmentation Of Remote Sensing Imagery
Code Code Available 5 Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation Jul 6, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension Nov 1, 2019 Domain Adaptation Reading Comprehension
Code Code Available 5 