Proxy Denoising for Source-Free Domain Adaptation Jun 3, 2024 Denoising Domain Adaptation
Code Code Available 5 FDA: Fourier Domain Adaptation for Semantic Segmentation Apr 11, 2020 Domain Adaptation Segmentation
Code Code Available 5 A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sep 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Apr 27, 2022 Domain Adaptation GPU
Code Code Available 5 DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment May 20, 2024 Contrastive Learning Domain Adaptation
Code Code Available 5 Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Open-Set Domain Adaptation for Semantic Segmentation May 30, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available 5 UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Mar 1, 2023 Domain Adaptation Information Retrieval
Code Code Available 5 Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Oct 3, 2024 Diversity Domain Adaptation
Code Code Available 5 ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mar 15, 2022 Benchmarking Domain Adaptation
Code Code Available 5 Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 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 5 PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Jul 30, 2022 3D Object Detection 3D Unsupervised Domain Adaptation
Code Code Available 5 Domain Adaptation with a Single Vision-Language Embedding Oct 28, 2024 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available 5 Joint Discriminative and Generative Learning for Person Re-identification Apr 15, 2019 Image Generation Image-to-Image Translation
Code Code Available 5 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
Code Code Available 5 Rethinking Unsupervised Domain Adaptation for Semantic Segmentation Jun 30, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 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 5 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Dec 2, 2022 Domain Adaptation image-classification
Code Code Available 5 SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jun 26, 2024 Domain Adaptation Earth Observation
Code Code Available 5 Align and Distill: Unifying and Improving Domain Adaptive Object Detection Mar 18, 2024 Benchmarking object-detection
Code Code Available 5 A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Mar 23, 2023 Action Recognition Domain Adaptation
Code Code Available 5 CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available 5 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available 5 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation Domain Adaptation
Code Code Available 5 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available 5 Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available 5 Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 5 Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available 5 CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available 5 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available 5 A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 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 5 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 Domain Adaptation object-detection
Code Code Available 5 Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Nov 30, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available 5 Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
Code Code Available 5 BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available 5 AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 