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 DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder May 26, 2021 Autonomous Navigation Autonomous Vehicles
Code Code Available 5 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 5 Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Mar 8, 2020 Domain Adaptation Prediction
Code Code Available 5 DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Jul 20, 2021 Domain Adaptation Semantic Segmentation
Code Code Available 5 DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation Jan 2, 2024 Domain Adaptation Pseudo Label
Code Code Available 5 Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
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 DUNIT: Detection-Based Unsupervised Image-to-Image Translation Jun 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Apr 3, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification May 19, 2022 Unsupervised Domain Adaptation Unsupervised Domain Adaptationn
Code Code Available 5 Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Jun 15, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Apr 2, 2021 3D geometry Depth Estimation
Code Code Available 5 S^3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Sep 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection Apr 2, 2024 Domain Adaptation object-detection
Code Code Available 5 Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
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 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 5 BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Sep 1, 2022 Domain Adaptation Land Cover Classification
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 Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
Code Code Available 5 Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Dec 3, 2023 Domain Adaptation Image Enhancement
Code Code Available 5 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available 5 Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Jun 4, 2020 Clustering Contrastive Learning
Code Code Available 5 Contrastive Domain Adaptation for Time-Series via Temporal Mixup Dec 3, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available 5 Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available 5 Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Sep 28, 2022 Action Detection 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 Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Nov 27, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation Jun 29, 2022 Domain Adaptation Prognosis
Code Code Available 5 Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available 5 Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available 5 Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains May 15, 2023 Action Recognition Activity Recognition
Code Code Available 5 SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Oct 17, 2024 Contrastive Learning Diversity
Code Code Available 5 Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving Feb 15, 2022 Autonomous Driving Classification
Code Code Available 5 Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation Jul 27, 2021 Clustering Deep Clustering
Code Code Available 5 f-Domain-Adversarial Learning: Theory and Algorithms Jun 21, 2021 Domain Adaptation Learning Theory
Code Code Available 5 Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Mar 31, 2023 Domain Adaptation Image Super-Resolution
Code Code Available 5 Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available 5 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
Code Code Available 5 Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Jul 6, 2023 Contrastive Learning Decoder
Code Code Available 5 