{"total":56,"rows":[{"id":"2212.01322","title":"MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation","created":"2022-12-02","cited_by_count":178,"area":null},{"id":"2105.13502","title":"Unsupervised Domain Adaptation of Object Detectors: A Survey","created":"2021-05-27","cited_by_count":93,"area":null},{"id":"2203.06398","title":"SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection","created":"2022-03-12","cited_by_count":74,"area":null},{"id":"2106.02885","title":"Category Contrast for Unsupervised Domain Adaptation in Visual Tasks","created":"2021-06-05","cited_by_count":65,"area":null},{"id":"2107.11355","title":"Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency","created":"2021-07-23","cited_by_count":63,"area":null},{"id":"2203.14956","title":"LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection","created":"2022-03-28","cited_by_count":55,"area":null},{"id":"2205.01291","title":"Cross Domain Object Detection by Target-Perceived Dual Branch Distillation","created":"2022-05-03","cited_by_count":46,"area":"distill"},{"id":"2106.06112","title":"Spectral Unsupervised Domain Adaptation for Visual Recognition","created":"2021-06-11","cited_by_count":40,"area":null},{"id":"2203.15345","title":"Task-specific Inconsistency Alignment for Domain Adaptive Object Detection","created":"2022-03-29","cited_by_count":38,"area":null},{"id":"2204.07756","title":"Visual Attention Methods in Deep Learning: An In-Depth Survey","created":"2022-04-16","cited_by_count":37,"area":null},{"id":"2108.07020","title":"Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark","created":"2021-08-16","cited_by_count":31,"area":null},{"id":"2203.16897","title":"Multi-Granularity Alignment Domain Adaptation for Object Detection","created":"2022-03-31","cited_by_count":29,"area":null},{"id":"2304.11928","title":"Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving","created":"2023-04-24","cited_by_count":29,"area":null},{"id":"2405.14497","title":"Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment","created":"2024-05-23","cited_by_count":29,"area":null},{"id":"2210.11539","title":"ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing","created":"2022-10-20","cited_by_count":28,"area":null},{"id":"2103.17084","title":"DA-DETR: Domain Adaptive Detection Transformer with Information Fusion","created":"2021-03-31","cited_by_count":24,"area":null},{"id":"2110.00249","title":"Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection","created":"2021-10-01","cited_by_count":24,"area":null},{"id":"2311.13930","title":"Periodically Exchange Teacher-Student for Source-Free Object Detection","created":"2023-11-23","cited_by_count":24,"area":"distill"},{"id":"2207.01376","title":"Task Discrepancy Maximization for Fine-grained Few-Shot Classification","created":"2022-07-04","cited_by_count":21,"area":null},{"id":"2204.02620","title":"Towards Robust Adaptive Object Detection under Noisy Annotations","created":"2022-04-06","cited_by_count":20,"area":null},{"id":"2306.05718","title":"Learning Domain-Aware Detection Head with Prompt Tuning","created":"2023-06-09","cited_by_count":18,"area":null},{"id":"2211.10763","title":"PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection","created":"2022-11-19","cited_by_count":17,"area":null},{"id":"2104.14374","title":"Thermal Infrared Image Colorization for Nighttime Driving Scenes with Top-Down Guided Attention","created":"2021-04-29","cited_by_count":15,"area":null},{"id":"2407.07586","title":"Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights","created":"2024-07-10","cited_by_count":14,"area":"distill"},{"id":"2307.10953","title":"PE-YOLO: Pyramid Enhancement Network for Dark Object Detection","created":"2023-07-20","cited_by_count":12,"area":null},{"id":"2308.13236","title":"Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory","created":"2023-08-25","cited_by_count":11,"area":null},{"id":"2104.02633","title":"Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation","created":"2021-04-06","cited_by_count":10,"area":null},{"id":"2308.08182","title":"Unsupervised Domain Adaptive Detection with Network Stability Analysis","created":"2023-08-16","cited_by_count":10,"area":null},{"id":"2206.15083","title":"UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration","created":"2022-06-30","cited_by_count":8,"area":null},{"id":"2410.09004","title":"DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection","created":"2024-10-11","cited_by_count":8,"area":null},{"id":"2307.09676","title":"Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather","created":"2023-07-18","cited_by_count":7,"area":null},{"id":"2309.01086","title":"MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection","created":"2023-09-03","cited_by_count":7,"area":null},{"id":"2403.12712","title":"Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation","created":"2024-03-19","cited_by_count":7,"area":null},{"id":"2106.07283","title":"Attention-based Domain Adaptation for Single Stage Detectors","created":"2021-06-14","cited_by_count":6,"area":null},{"id":"2301.00371","title":"Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment","created":"2023-01-01","cited_by_count":6,"area":null},{"id":"2311.04815","title":"Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning","created":"2023-11-08","cited_by_count":6,"area":null},{"id":"2108.03021","title":"Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations","created":"2021-08-06","cited_by_count":5,"area":null},{"id":"2202.13310","title":"Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation","created":"2022-02-27","cited_by_count":4,"area":null},{"id":"2308.00093","title":"Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification","created":"2023-07-28","cited_by_count":4,"area":null},{"id":"2308.15353","title":"Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection","created":"2023-08-29","cited_by_count":4,"area":null},{"id":"2506.04211","title":"Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector","created":"2025-06-04","cited_by_count":4,"area":"diffusion"},{"id":"2206.00222","title":"Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment","created":"2022-06-01","cited_by_count":2,"area":null},{"id":"2208.07754","title":"Subtype-Aware Dynamic Unsupervised Domain Adaptation","created":"2022-08-16","cited_by_count":2,"area":null},{"id":"2403.11751","title":"Relational Representation Learning Network for Cross-Spectral Image Patch Matching","created":"2024-03-18","cited_by_count":2,"area":null},{"id":"2506.21042","title":"Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability","created":"2025-06-26","cited_by_count":2,"area":"diffusion"},{"id":"2506.21484","title":"TITAN: Query-Token based Domain Adaptive Adversarial Learning","created":"2025-06-26","cited_by_count":2,"area":null},{"id":"2106.13227","title":"AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation","created":"2021-06-24","cited_by_count":1,"area":null},{"id":"2408.11336","title":"FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting","created":"2024-08-21","cited_by_count":1,"area":null},{"id":"2410.05557","title":"Source-Free Domain Adaptive Object Detection with Semantics Compensation","created":"2024-10-07","cited_by_count":1,"area":null},{"id":"2504.06607","title":"Visually Similar Pair Alignment for Robust Cross-Domain Object Detection","created":"2025-04-09","cited_by_count":1,"area":null},{"id":"2601.11779","title":"Cross-Domain Object Detection Using Unsupervised Image Translation","created":"2026-01-16","cited_by_count":1,"area":null},{"id":"2209.02564","title":"Progressive Domain Adaptation with Contrastive Learning for Object Detection in the Satellite Imagery","created":"2022-09-06","cited_by_count":0,"area":null},{"id":"2212.14154","title":"A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation","created":"2022-12-29","cited_by_count":0,"area":null},{"id":"2407.02835","title":"A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection","created":"2024-07-03","cited_by_count":0,"area":null},{"id":"2506.11661","title":"Prohibited Items Segmentation via Occlusion-aware Bilayer Modeling","created":"2025-06-13","cited_by_count":0,"area":null},{"id":"2601.09497","title":"Towards Robust Cross-Dataset Object Detection Generalization under Domain Specificity","created":"2026-01-14","cited_by_count":0,"area":null}],"next_cursor":null}