| Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model | May 22, 2023 | Binary Classification | —Unverified | 0 |
| Relabeling Minimal Training Subset to Flip a Prediction | May 22, 2023 | Binary ClassificationPrediction | CodeCode Available | 0 |
| Three-way Imbalanced Learning based on Fuzzy Twin SVM | May 19, 2023 | Binary ClassificationDecision Making | —Unverified | 0 |
| Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits | May 18, 2023 | Binary ClassificationQuantum Machine Learning | —Unverified | 0 |
| The Adversarial Consistency of Surrogate Risks for Binary Classification | May 17, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical Framework | May 16, 2023 | Binary Classification | CodeCode Available | 0 |
| Automatic learning algorithm selection for classification via convolutional neural networks | May 16, 2023 | Binary ClassificationMeta-Learning | —Unverified | 0 |
| Label Smoothing is Robustification against Model Misspecification | May 15, 2023 | Binary Classificationmodel | —Unverified | 0 |
| Pearson-Matthews correlation coefficients for binary and multinary classification and hypothesis testing | May 10, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks | May 10, 2023 | Binary Classificationnamed-entity-recognition | —Unverified | 0 |
| Vulnerability Detection Using Two-Stage Deep Learning Models | May 8, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Understanding Noise-Augmented Training for Randomized Smoothing | May 8, 2023 | Binary Classification | CodeCode Available | 0 |
| A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit | May 8, 2023 | Binary Classification | —Unverified | 0 |
| Reconstructing Training Data from Multiclass Neural Networks | May 5, 2023 | Binary Classification | —Unverified | 0 |
| GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent | May 5, 2023 | Binary Classification | CodeCode Available | 1 |
| Curating corpora with classifiers: A case study of clean energy sentiment online | May 4, 2023 | Binary Classification | —Unverified | 0 |
| An Adaptive Algorithm for Learning with Unknown Distribution Drift | May 3, 2023 | Binary Classification | —Unverified | 0 |
| Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization | May 3, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression | May 1, 2023 | Binary ClassificationDensity Ratio Estimation | —Unverified | 0 |
| On the existence of solutions to adversarial training in multiclass classification | Apr 28, 2023 | Binary Classification | —Unverified | 0 |
| Patient Independent Interictal Epileptiform Discharge Detection | Apr 27, 2023 | Binary ClassificationEEG | —Unverified | 0 |
| UCF: Uncovering Common Features for Generalizable Deepfake Detection | Apr 27, 2023 | Binary ClassificationDecoder | CodeCode Available | 3 |
| Vision-based Estimation of Fatigue and Engagement in Cognitive Training Sessions | Apr 24, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 0 |
| Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration | Apr 22, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 |
| STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images | Apr 22, 2023 | Binary ClassificationChange Detection | —Unverified | 0 |
