Uncertainty-weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Maag, Kira, Fischer, Asja |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Uncertainty-based Detection of Adversarial Attacks in Semantic Segmentation
by: Maag, Kira, et al.
Published: (2023)
by: Maag, Kira, et al.
Published: (2023)
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis
by: Maag, Kira, et al.
Published: (2024)
by: Maag, Kira, et al.
Published: (2024)
False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates
by: Maag, Kira
Published: (2021)
by: Maag, Kira
Published: (2021)
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution Segmentation
by: Maag, Kira, et al.
Published: (2023)
by: Maag, Kira, et al.
Published: (2023)
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth Estimation
by: Maag, Kira, et al.
Published: (2022)
by: Maag, Kira, et al.
Published: (2022)
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
by: Maag, Kira, et al.
Published: (2020)
by: Maag, Kira, et al.
Published: (2020)
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation
by: Marschall, Samuel, et al.
Published: (2024)
by: Marschall, Samuel, et al.
Published: (2024)
Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks
by: Hamscher, Ben, et al.
Published: (2025)
by: Hamscher, Ben, et al.
Published: (2025)
Spatio-Temporal Attention for Consistent Video Semantic Segmentation in Automated Driving
by: Varghese, Serin, et al.
Published: (2026)
by: Varghese, Serin, et al.
Published: (2026)
Out-of-Distribution Segmentation via Wasserstein-Based Evidential Uncertainty
by: Brosch, Arnold, et al.
Published: (2025)
by: Brosch, Arnold, et al.
Published: (2025)
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks
by: Maag, Kira, et al.
Published: (2019)
by: Maag, Kira, et al.
Published: (2019)
VideoGAN-based Trajectory Proposal for Automated Vehicles
by: Mariani, Annajoyce, et al.
Published: (2025)
by: Mariani, Annajoyce, et al.
Published: (2025)
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion
by: Heinert, Edgar, et al.
Published: (2024)
by: Heinert, Edgar, et al.
Published: (2024)
Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control
by: Lukovnikov, Denis, et al.
Published: (2024)
by: Lukovnikov, Denis, et al.
Published: (2024)
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models
by: Müller, Andreas, et al.
Published: (2024)
by: Müller, Andreas, et al.
Published: (2024)
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation
by: Landgraf, Steven, et al.
Published: (2023)
by: Landgraf, Steven, et al.
Published: (2023)
Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness
by: Song, Yufei, et al.
Published: (2026)
by: Song, Yufei, et al.
Published: (2026)
Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation
by: Thakur, Rini Smita, et al.
Published: (2025)
by: Thakur, Rini Smita, et al.
Published: (2025)
Two Video Data Sets for Tracking and Retrieval of Out of Distribution Objects
by: Maag, Kira, et al.
Published: (2022)
by: Maag, Kira, et al.
Published: (2022)
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
by: Riedlinger, Tobias J., et al.
Published: (2025)
by: Riedlinger, Tobias J., et al.
Published: (2025)
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error
by: Ricker, Jonas, et al.
Published: (2024)
by: Ricker, Jonas, et al.
Published: (2024)
Instance Awareness of Multi-class Semantic Segmentation Loss Functions
by: Kundu, Soumya Snigdha, et al.
Published: (2026)
by: Kundu, Soumya Snigdha, et al.
Published: (2026)
Adversarial Robustness of AI-Generated Image Detectors in the Real World
by: Mavali, Sina, et al.
Published: (2024)
by: Mavali, Sina, et al.
Published: (2024)
Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch Attack
by: Suryanto, Naufal, et al.
Published: (2024)
by: Suryanto, Naufal, et al.
Published: (2024)
TsallisPGD: Adaptive Gradient Weighting for Adversarial Attacks on Semantic Segmentation
by: Matyasko, Alexander, et al.
Published: (2026)
by: Matyasko, Alexander, et al.
Published: (2026)
PRADA: Probability-Ratio-Based Attribution and Detection of Autoregressive-Generated Images
by: Damm, Simon, et al.
Published: (2025)
by: Damm, Simon, et al.
Published: (2025)
ClusterMark: Towards Robust Watermarking for Autoregressive Image Generators with Visual Token Clustering
by: Lukovnikov, Denis, et al.
Published: (2025)
by: Lukovnikov, Denis, et al.
Published: (2025)
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2
by: Damm, Simon, et al.
Published: (2024)
by: Damm, Simon, et al.
Published: (2024)
Towards the Detection of Diffusion Model Deepfakes
by: Ricker, Jonas, et al.
Published: (2022)
by: Ricker, Jonas, et al.
Published: (2022)
Influencer Backdoor Attack on Semantic Segmentation
by: Lan, Haoheng, et al.
Published: (2023)
by: Lan, Haoheng, et al.
Published: (2023)
Dance Style Classification using Laban-Inspired and Frequency-Domain Motion Features
by: Hamscher, Ben, et al.
Published: (2025)
by: Hamscher, Ben, et al.
Published: (2025)
SCA: Improve Semantic Consistent in Unrestricted Adversarial Attacks via DDPM Inversion
by: Pan, Zihao, et al.
Published: (2024)
by: Pan, Zihao, et al.
Published: (2024)
Average Calibration Losses for Reliable Uncertainty in Medical Image Segmentation
by: Barfoot, Theodore, et al.
Published: (2025)
by: Barfoot, Theodore, et al.
Published: (2025)
Quadruplet Loss For Improving the Robustness to Face Morphing Attacks
by: Medvedev, Iurii, et al.
Published: (2024)
by: Medvedev, Iurii, et al.
Published: (2024)
Imperceptible Face Forgery Attack via Adversarial Semantic Mask
by: Liu, Decheng, et al.
Published: (2024)
by: Liu, Decheng, et al.
Published: (2024)
Black-box Targeted Adversarial Attack on Segment Anything (SAM)
by: Zheng, Sheng, et al.
Published: (2023)
by: Zheng, Sheng, et al.
Published: (2023)
Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes
by: Hoche, Joseph, et al.
Published: (2025)
by: Hoche, Joseph, et al.
Published: (2025)
Towards A Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models
by: Thietke, Jonas, et al.
Published: (2025)
by: Thietke, Jonas, et al.
Published: (2025)
Uncertainty-Based Ensemble Learning in CMR Semantic Segmentation
by: Liu, Yiwei, et al.
Published: (2025)
by: Liu, Yiwei, et al.
Published: (2025)
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation
by: Park, Eun-Sol, et al.
Published: (2025)
by: Park, Eun-Sol, et al.
Published: (2025)
Similar Items
-
Uncertainty-based Detection of Adversarial Attacks in Semantic Segmentation
by: Maag, Kira, et al.
Published: (2023) -
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis
by: Maag, Kira, et al.
Published: (2024) -
False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates
by: Maag, Kira
Published: (2021) -
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution Segmentation
by: Maag, Kira, et al.
Published: (2023) -
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth Estimation
by: Maag, Kira, et al.
Published: (2022)