conftrace_

image classifier

38 papers

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Co-occurring keywords

image classification (1944) adversarial attack (1621) adversarial example (564) generative model (2892) adversarial robustness (1341) counterfactual explanation (139) diffusion model (3751) model explanation (155) score-based generative model (30) neural network (6616)

Papers

TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers WACV 2025
CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025
Attribution Quality Metrics with Magnitude Alignment IJCAI 2024
Assessing Neural Network Robustness via Adversarial Pivotal Tuning WACV 2024
Identifying Important Group of Pixels using Interactions CVPR 2024
Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation NIPS 2024
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees AAAI 2024
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers IJCAI 2024
DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations CVPR 2024
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection CVPR 2024
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers NIPS 2024
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 2023
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training ICCV 2023
Identification of Systematic Errors of Image Classifiers on Rare Subgroups ICCV 2023
Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints ICML 2023
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model IJCAI 2022
Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints NIPS 2022
Blackbox Attacks via Surrogate Ensemble Search NIPS 2022
Adversarial Purification with Score-based Generative Models ICML 2021
Synthesize-It-Classifier: Learning a Generative Classifier Through Recurrent Self-Analysis CVPR 2021
Discover the Unknown Biased Attribute of an Image Classifier ICCV 2021
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification AAAI 2021
Mind the Box: $l_1$-APGD for Sparse Adversarial Attacks on Image Classifiers ICML 2021