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Robust classification

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Showing 101–150 of 295 papers

TitleStatusHype
Ransomware detection using stacked autoencoder for feature selection—0
TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound—0
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed ClassifiersCode0
Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding—0
CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification—0
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural NetworksCode0
Learning Optimal Classification Trees Robust to Distribution Shifts—0
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human RightsCode0
Extended target tracking utilizing machine-learning software -- with applications to animal classification—0
GReAT: A Graph Regularized Adversarial Training Method—0
centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation—0
Robustifying Point Cloud Networks by RefocusingCode0
Distributionally Robust Classification on a Data BudgetCode0
FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks—0
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data—0
Computational Asymmetries in Robust ClassificationCode0
Robust Classification of High-Dimensional Data using Data-Adaptive Energy DistanceCode0
Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches—0
Explainable AI and Machine Learning Towards Human Gait Deterioration Analysis—0
Frequency-Based Vulnerability Analysis of Deep Learning Models against Image CorruptionsCode0
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification—0
Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial RobustnessCode0
A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias—0
Stratified Adversarial Robustness with RejectionCode0
Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification—0
Thermal Spread Functions (TSF): Physics-guided Material ClassificationCode0
Class-Conditioned Transformation for Enhanced Robust Image ClassificationCode0
EPiC: Ensemble of Partial Point Clouds for Robust ClassificationCode0
On the Role of Randomization in Adversarially Robust Classification—0
A Robust Classification Framework for Byzantine-Resilient Stochastic Gradient DescentCode0
Robust 3D Shape Classification via Non-Local Graph Attention Network—0
Topological Data Analysis of Spatial Patterning in Heterogeneous Cell Populations: Clustering and Sorting with Varying Cell-Cell Adhesion—0
Generative Robust Classification—0
An Exponentially Converging Particle Method for the Mixed Nash Equilibrium of Continuous GamesCode0
Robust Classification of Digitally Modulated Signals Using Capsule Networks and Cyclic Cumulant Features—0
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection ClassesCode0
Robustcaps: a transformation-robust capsule network for image classification—0
Robust Empirical Risk Minimization with Tolerance—0
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation ExtractionCode0
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features—0
A Novel Hybrid Sampling Framework for Imbalanced Learning—0
Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial AttacksCode0
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks—0
Bayesian predictive modeling of multi-source multi-way dataCode0
Can we achieve robustness from data alone?Code0
Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup—0
Catastrophic overfitting can be induced with discriminative non-robust featuresCode0
Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasksCode0
Gradient Concealment: Free Lunch for Defending Adversarial Attacks—0
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification—0
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