conftrace_

decision boundary

161 papers

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Co-occurring keywords

adversarial robustness (1341) adversarial attack (1621) deep neural network (1803) neural network (6616) image classification (1944) adversarial training (1262) adversarial example (564) representation learning (6206) out-of-distribution detection (617) knowledge distillation (3725)

Papers

On the Effects of Fairness to Adversarial Vulnerability IJCAI 2024
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories NIPS 2024
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation CVPR 2024
Sparse and Faithful Explanations Without Sparse Models AISTATS 2024
Decision boundary learning for safe vision-based navigation via Hamilton-Jacobi reachability analysis and support vector machine L4DC 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
Energy-based Hopfield Boosting for Out-of-Distribution Detection NIPS 2024
Unsupervised Anomaly Detection with Rejection NIPS 2023
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack ICCV 2023
Multi-Classifier Adversarial Optimization for Active Learning AAAI 2023
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NIPS 2023
Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023
Delving into the Adversarial Robustness of Federated Learning AAAI 2023
Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization ICCV 2023
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries CVPR 2023
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models IJCAI 2023
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023
Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection CVPR 2023
Harnessing Hard Mixed Samples with Decoupled Regularizer NIPS 2023
Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection CVPR 2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023
Redactor: A Data-Centric and Individualized Defense against Inference Attacks AAAI 2023
Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023