Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Oct 4, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Jan 26, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning Feb 15, 2025 Domain Adaptation parameter-efficient fine-tuning
Code Code Available Masked Language Model Scoring Oct 31, 2019 Attribute Domain Adaptation
Code Code Available PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation Mar 24, 2021 Domain Adaptation Domain Generalization
Code Code Available Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation Dec 26, 2019 Benchmarking Domain Adaptation
Code Code Available D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Mar 8, 2022 Benchmarking Domain Adaptation
Code Code Available A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Dec 1, 2018 Domain Adaptation Face Recognition
Code Code Available Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available REB: Reducing Biases in Representation for Industrial Anomaly Detection Aug 24, 2023 Anomaly Detection Defect Detection
Code Code Available ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Mar 8, 2020 Domain Adaptation Prediction
Code Code Available Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions Jul 14, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation May 25, 2024 Domain Adaptation MRI segmentation
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience Dec 1, 2021 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 ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Jan 27, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective Mar 24, 2020 Domain Adaptation Long-tail Learning
Code Code Available Rethinking Image Restoration for Object Detection Nov 1, 2022 Adversarial Attack 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 Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling Jul 16, 2023 3D Object Detection Domain Adaptation
Code Code Available RLSbench: Domain Adaptation Under Relaxed Label Shift Feb 6, 2023 Domain Adaptation
Code Code Available Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks Aug 10, 2020 Domain Adaptation Image Generation
Code Code Available Robust Domain Misinformation Detection via Multi-modal Feature Alignment Nov 24, 2023 Domain Adaptation Domain Generalization
Code Code Available Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Jun 28, 2022 Domain Adaptation image-classification
Code Code Available Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Adjustment and Alignment for Unbiased Open Set Domain Adaptation Jan 1, 2023 Domain Adaptation Model Optimization
Code Code Available Context-Aware Mixup for Domain Adaptive Semantic Segmentation Aug 8, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available SAGA: Semantic-Aware Gray color Augmentation for Visible-to-Thermal Domain Adaptation across Multi-View Drone and Ground-Based Vision Systems Apr 22, 2025 Autonomous Driving Domain Adaptation
Code Code Available CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation Feb 8, 2025 Domain Adaptation
Code Code Available Scalable Infomin Learning Feb 21, 2023 Domain Adaptation Fairness
Code Code Available Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available ScarceNet: Animal Pose Estimation with Scarce Annotations Mar 27, 2023 Animal Pose Estimation Domain Adaptation
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available Scribble-based Domain Adaptation via Co-segmentation Jul 7, 2020 Domain Adaptation Image Segmentation
Code Code Available See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation Nov 17, 2021 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available 