conftrace_

corruption robustness

33 papers

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Co-occurring keywords

data augmentation (3052) point cloud (1480) adversarial robustness (1341) image classification (1944) model robustness (480) domain generalization (1522) out-of-distribution generalization (408) autonomous driving (1142) benchmark evaluation (1556) distribution shift (722)

Papers

Panda: Test-Time Adaptation with Negative Data Augmentation AAAI 2026
Enhancing Vision Language Corruption Robustness using Cross-Distribution & Prompted Denoisers WACV 2026
MRGeo: Robust Cross-View Geo-Localization of Corrupted Images via Spatial and Channel Feature Enhancement AAAI 2026
Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions IJCAI 2025
Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025
RCP-Bench: Benchmarking Robustness for Collaborative Perception Under Diverse Corruptions CVPR 2025
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025
Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes CVPR 2025
Towards Robustness of Person Search against Corruptions ICCV 2025
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions NIPS 2024
Improving robustness to corruptions with multiplicative weight perturbations NIPS 2024
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NIPS 2024
Corruption-Robust Offline Two-Player Zero-Sum Markov Games AISTATS 2024
Corruption-Robust Offline Reinforcement Learning with General Function Approximation NIPS 2023
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions NIPS 2023
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness ICCV 2023
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions ICCV 2023
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions ICCV 2023
Robustifying Token Attention for Vision Transformers ICCV 2023
Benchmarking Robustness of 3D Object Detection to Common Corruptions CVPR 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers NIPS 2023
Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
Defensive Patches for Robust Recognition in the Physical World CVPR 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022