Unsupervised Cross-Domain Image Generation Nov 7, 2016 Domain Adaptation Image Generation
Code Code Available Turning a CLIP Model into a Scene Text Detector Feb 28, 2023 Domain Adaptation Scene Text Detection
Code Code Available HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Nov 16, 2023 Domain Adaptation Language Modeling
Code Code Available EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation Jun 26, 2024 Action Anticipation Action Recognition
Code Code Available Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Apr 8, 2025 Domain Adaptation Domain Generalization
Code Code Available Foundational Large Language Models for Materials Research Dec 12, 2024 Domain Adaptation Model Selection
Code Code Available HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Nov 19, 2024 Domain Adaptation Image Generation
Code Code Available Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Jun 26, 2024 Contrastive Learning Deblurring
Code Code Available Multi-Representation Adaptation Network for Cross-domain Image Classification Jan 4, 2022 Classification Domain Adaptation
Code Code Available DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment May 20, 2024 Contrastive Learning Domain Adaptation
Code Code Available Domain Adaptation with a Single Vision-Language Embedding Oct 28, 2024 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available CodeS: Towards Building Open-source Language Models for Text-to-SQL Feb 26, 2024 Data Augmentation Diagnostic
Code Code Available Continual Test-Time Domain Adaptation Mar 25, 2022 Domain Adaptation Test-time Adaptation
Code Code Available Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning Apr 12, 2022 Activity Recognition Domain Adaptation
Code Code Available CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation Oct 30, 2024 Domain Adaptation Domain Generalization
Code Code Available Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Oct 3, 2024 Diversity Domain Adaptation
Code Code Available Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Apr 30, 2022 Domain Adaptation Semantic Communication
Code Code Available Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Apr 19, 2025 Computational Efficiency Domain Adaptation
Code Code Available ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mar 15, 2022 Benchmarking Domain Adaptation
Code Code Available ConvLoRA and AdaBN based Domain Adaptation via Self-Training Feb 7, 2024 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available Implicit Neural Representation in Medical Imaging: A Comparative Survey Jul 30, 2023 Domain Adaptation Image Reconstruction
Code Code Available A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models Feb 20, 2025 Domain Adaptation
Code Code Available A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning May 2, 2025 Crop Yield Prediction Domain Adaptation
Code Code Available AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Jun 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization Jul 9, 2021 Classification Domain Adaptation
Code Code Available AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models Feb 27, 2022 Domain Adaptation
Code Code Available Audio-Adaptive Activity Recognition Across Video Domains Mar 27, 2022 Activity Recognition Domain Adaptation
Code Code Available AnyStar: Domain randomized universal star-convex 3D instance segmentation Jul 13, 2023 3D Instance Segmentation Domain Adaptation
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance Jul 14, 2022 Arrhythmia Detection Dictionary Learning
Code Code Available A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Aug 6, 2024 Data Augmentation Domain Adaptation
Code Code Available An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Aug 3, 2020 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Dec 24, 2018 Autonomous Driving Domain Adaptation
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