image classifier

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025 TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers WACV 2025 Assessing Neural Network Robustness via Adversarial Pivotal Tuning WACV 2024 Attribution Quality Metrics with Magnitude Alignment IJCAI 2024 Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees AAAI 2024 DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers NeurIPS 2024 DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations CVPR 2024 Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation NeurIPS 2024 Identifying Important Group of Pixels using Interactions CVPR 2024 Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers IJCAI 2024 Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024 YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection CVPR 2024 Fundamental limits on the robustness of image classifiers ICLR 2023 Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 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 Towards Viewpoint-Invariant Visual Recognition via Adversarial Training ICCV 2023 Blackbox Attacks via Surrogate Ensemble Search NeurIPS 2022 Can an Image Classifier Suffice For Action Recognition? ICLR 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model IJCAI 2022 Reverse Engineering of Imperceptible Adversarial Image Perturbations ICLR 2022 ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints NeurIPS 2022 Adversarial Purification with Score-based Generative Models ICML 2021 A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks NeurIPS 2021