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 Proxy Denoising for Source-Free Domain Adaptation Jun 3, 2024 Denoising 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 Joint Discriminative and Generative Learning for Person Re-identification Apr 15, 2019 Image Generation Image-to-Image Translation
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 SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jun 26, 2024 Domain Adaptation Earth Observation
Code Code Available MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Dec 2, 2022 Domain Adaptation image-classification
Code Code Available ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mar 15, 2022 Benchmarking Domain Adaptation
Code Code Available UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Mar 1, 2023 Domain Adaptation Information Retrieval
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 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Oct 3, 2024 Diversity 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 Rethinking Unsupervised Domain Adaptation for Semantic Segmentation Jun 30, 2022 Domain Adaptation Semantic 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 HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Apr 27, 2022 Domain Adaptation GPU
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 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 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 Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Open-Set Domain Adaptation for Semantic Segmentation May 30, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available 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 Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available 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 BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation 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 Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 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 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 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
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 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 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 Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
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 Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
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