{"total":37,"rows":[{"id":"2207.12391","title":"SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness","created":"2022-07-25","cited_by_count":74,"area":null},{"id":"2302.02213","title":"CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks","created":"2023-02-04","cited_by_count":27,"area":null},{"id":"2308.03979","title":"PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation","created":"2023-08-08","cited_by_count":26,"area":null},{"id":"2206.07179","title":"Proximal Splitting Adversarial Attacks for Semantic Segmentation","created":"2022-06-14","cited_by_count":23,"area":null},{"id":"2301.13487","title":"Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks","created":"2023-01-31","cited_by_count":17,"area":null},{"id":"2302.02829","title":"Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks","created":"2023-02-06","cited_by_count":16,"area":null},{"id":"2111.11368","title":"Adversarial Examples on Segmentation Models Can be Easy to Transfer","created":"2021-11-22","cited_by_count":15,"area":null},{"id":"2410.09909","title":"UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation","created":"2024-10-13","cited_by_count":14,"area":null},{"id":"2306.12941","title":"Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models","created":"2023-06-22","cited_by_count":12,"area":null},{"id":"2402.09530","title":"Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion","created":"2024-02-14","cited_by_count":11,"area":null},{"id":"2312.02207","title":"TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation","created":"2023-12-03","cited_by_count":10,"area":null},{"id":"2310.17436","title":"Uncertainty-weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation","created":"2023-10-26","cited_by_count":9,"area":null},{"id":"2210.03429","title":"Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs","created":"2022-10-07","cited_by_count":6,"area":null},{"id":"2208.12428","title":"Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs","created":"2022-08-26","cited_by_count":5,"area":null},{"id":"2304.02693","title":"A Certified Radius-Guided Attack Framework to Image Segmentation Models","created":"2023-04-05","cited_by_count":5,"area":null},{"id":"2305.12825","title":"Uncertainty-based Detection of Adversarial Attacks in Semantic Segmentation","created":"2023-05-22","cited_by_count":5,"area":null},{"id":"2406.05857","title":"Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks","created":"2024-06-09","cited_by_count":5,"area":null},{"id":"2411.02149","title":"Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training","created":"2024-11-04","cited_by_count":5,"area":null},{"id":"2212.05387","title":"General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments","created":"2022-12-11","cited_by_count":4,"area":null},{"id":"2307.16572","title":"Transferable Attack for Semantic Segmentation","created":"2023-07-31","cited_by_count":4,"area":null},{"id":"2305.15709","title":"PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation","created":"2023-05-25","cited_by_count":3,"area":null},{"id":"2601.14950","title":"Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness","created":"2026-01-21","cited_by_count":3,"area":null},{"id":"2105.10142","title":"Safety Metrics for Semantic Segmentation in Autonomous Driving","created":"2021-05-21","cited_by_count":2,"area":null},{"id":"2208.06283","title":"Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation","created":"2022-08-12","cited_by_count":2,"area":null},{"id":"2401.01750","title":"Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement","created":"2024-01-03","cited_by_count":2,"area":null},{"id":"2106.15998","title":"Single-Step Adversarial Training for Semantic Segmentation","created":"2021-06-30","cited_by_count":1,"area":null},{"id":"2306.14217","title":"On Evaluating the Adversarial Robustness of Semantic Segmentation Models","created":"2023-06-25","cited_by_count":1,"area":null},{"id":"2309.00938","title":"Exploring the Robustness of Human Parsers Towards Common Corruptions","created":"2023-09-02","cited_by_count":1,"area":null},{"id":"2406.01425","title":"Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation","created":"2024-06-03","cited_by_count":1,"area":null},{"id":"2407.09150","title":"Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off","created":"2024-07-12","cited_by_count":1,"area":null},{"id":"2408.10021","title":"Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis","created":"2024-08-19","cited_by_count":1,"area":null},{"id":"2507.10239","title":"Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2502.01262","title":"FSPGD: Rethinking Black-box Attacks on Semantic Segmentation","created":"2025-02-03","cited_by_count":0,"area":null},{"id":"2506.16157","title":"Proxy-Embedding as an Adversarial Teacher: An Embedding-Guided Bidirectional Attack for Referring Expression Segmentation Models","created":"2025-06-19","cited_by_count":0,"area":null},{"id":"2511.07749","title":"Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation","created":"2025-11-11","cited_by_count":0,"area":null},{"id":"2605.03405","title":"TsallisPGD: Adaptive Gradient Weighting for Adversarial Attacks on Semantic Segmentation","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2608.11285","title":"SegPAR: Class-Centric Decision-Based Sparse Attack for Semantic Segmentation","created":"2026-08-11","cited_by_count":0,"area":null}],"next_cursor":null}