Proxy Denoising for Source-Free Domain Adaptation Jun 3, 2024 Denoising Domain Adaptation
Code Code Available A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sep 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available FDA: Fourier Domain Adaptation for Semantic Segmentation Apr 11, 2020 Domain Adaptation Segmentation
Code Code Available Domain Adaptation with a Single Vision-Language Embedding Oct 28, 2024 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Oct 3, 2024 Diversity Domain Adaptation
Code Code Available SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jun 26, 2024 Domain Adaptation Earth Observation
Code Code Available Open-Set Domain Adaptation for Semantic Segmentation May 30, 2024 Domain Adaptation Semantic Segmentation
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 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
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 An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds Mar 21, 2023 3D Single Object Tracking Autonomous Driving
Code Code Available UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Mar 1, 2023 Domain Adaptation Information Retrieval
Code Code Available MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Dec 2, 2022 Domain Adaptation image-classification
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 PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Jul 30, 2022 3D Object Detection 3D Unsupervised Domain Adaptation
Code Code Available Rethinking Unsupervised Domain Adaptation for Semantic Segmentation Jun 30, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupancy Autoencoders Jun 20, 2022 3D Object Detection 3D Semantic Segmentation
Code Code Available HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Apr 27, 2022 Domain Adaptation GPU
Code Code Available ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mar 15, 2022 Benchmarking Domain Adaptation
Code Code Available Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
Code Code Available Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available Joint Discriminative and Generative Learning for Person Re-identification Apr 15, 2019 Image Generation Image-to-Image Translation
Code Code Available Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector Jun 4, 2025 Domain Adaptation object-detection
Code Code Available BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach May 20, 2025 Domain Adaptation image-classification
Code Code Available What is the Added Value of UDA in the VFM Era? Apr 25, 2025 Autonomous Driving Domain Adaptation
Code Code Available RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning Apr 12, 2025 Domain Adaptation Domain Generalization
Code Code Available VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation Mar 11, 2025 Domain Adaptation Semantic Segmentation
Code Code Available Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification Mar 7, 2025 Brain Computer Interface Domain Adaptation
Code Code Available DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection Feb 16, 2025 Domain Adaptation Knowledge Distillation
Code Code Available ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains Dec 6, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Two stages domain invariant representation learners solve the large co-variate shift in unsupervised domain adaptation with two dimensional data domains Dec 6, 2024 Domain Adaptation Representation Learning
Code Code Available TransAdapter: Vision Transformer for Feature-Centric Unsupervised Domain Adaptation Dec 5, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Nov 10, 2024 Domain Adaptation Representation Learning
Code Code Available Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation Oct 29, 2024 Domain Adaptation Pseudo Label
Code Code Available Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Oct 25, 2024 3D Semantic Segmentation Domain Adaptation
Code Code Available SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Oct 17, 2024 Contrastive Learning Diversity
Code Code Available Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition Oct 13, 2024 Domain Adaptation Optical Character Recognition (OCR)
Code Code Available OSSA: Unsupervised One-Shot Style Adaptation Oct 1, 2024 Domain Adaptation object-detection
Code Code Available UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework Sep 23, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Sep 6, 2024 3D Semantic Segmentation 3D Source-Free Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Jul 23, 2024 Domain Adaptation object-detection
Code Code Available SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities Jul 16, 2024 Benchmarking Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jun 24, 2024 Brain Tumor Segmentation Domain Adaptation
Code Code Available Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation Jun 14, 2024 Domain Adaptation Out-of-Distribution Generalization
Code Code Available Enhancing Domain Adaptation through Prompt Gradient Alignment Jun 13, 2024 Domain Adaptation Language Modeling
Code Code Available Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Jun 10, 2024 Denoising Domain Adaptation
Code Code Available CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available 