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Robust classification

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Showing 1–50 of 295 papers

TitleStatusHype
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust ClassificationCode0
Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems—0
CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects—0
Inherently Faithful Attention Maps for Vision TransformersCode0
Identifying and Understanding Cross-Class Features in Adversarial TrainingCode0
Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout—0
CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical DataCode0
Acoustic Classification of Maritime Vessels using Learnable FilterbanksCode0
Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification—0
Machine Learning Approaches to Vocal Register Classification in Contemporary Male Pop Music—0
Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation—0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification—0
Supervised and Unsupervised Textile Classification via Near-Infrared Hyperspectral Imaging and Deep Learning—0
Low-dimensional representation of brain networks for seizure risk forecasting—0
Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings—0
Classification of Firn Data via Topological Features—0
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring—0
AI-Augmented Thyroid Scintigraphy for Robust Classification—0
HALO: Robust Out-of-Distribution Detection via Joint OptimisationCode0
Adversarial Training for Defense Against Label Poisoning AttacksCode0
RIE-SenseNet: Riemannian Manifold Embedding of Multi-Source Industrial Sensor Signals for Robust Pattern Recognition—0
Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification—0
CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns—0
An Enhanced Zeroth-Order Stochastic Frank-Wolfe Framework for Constrained Finite-Sum OptimizationCode0
HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake DetectionCode1
Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain—0
PepMNet: a hybrid deep learning model for predicting peptide properties using hierarchical graph representationsCode1
Image Classification Using Singular Value Decomposition and OptimizationCode0
Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes—0
Intriguing Properties of Robust Classification—0
Towards Class-wise Robustness Analysis—0
Evaluating the Robustness of the "Ensemble Everything Everywhere" Defense—0
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare PredictionCode0
A Regularized LSTM Method for Detecting Fake News Articles—0
CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts—0
Neural Fingerprints for Adversarial Attack DetectionCode0
Optimal Classification under Performative Distribution ShiftCode0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—0
Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning—0
Data Driven Environmental Awareness Using Wireless SignalsCode0
Radio-opaque artefacts in digital mammography: automatic detection and analysis of downstream effectsCode0
Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling—0
Advancing RVFL networks: Robust classification with the HawkEye loss functionCode0
In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation—0
Detecting Calls to Action in Multimodal Content: Analysis of the 2021 German Federal Election Campaign on Instagram—0
Unifying Causal Representation Learning with the Invariance PrincipleCode0
Pediatric TSC-Related Epilepsy Classification from Clinical MR Images Using Quantum Neural Network—0
Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred LearningCode0
Dual-stage Hyperspectral Image Classification Model with Spectral SupertokenCode1
Directly Handling Missing Data in Linear Discriminant Analysis for Enhancing Classification Accuracy and InterpretabilityCode0
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