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| Training Classifiers with Natural Language Explanations | May 10, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Robust Loss Functions under Label Noise for Deep Neural Networks | Dec 27, 2017 | Binary ClassificationClassification | CodeCode Available | 1 |
| Multi-class probabilistic classification using inductive and cross Venn-Abers predictors | Jun 16, 2017 | Binary ClassificationClassification | CodeCode Available | 1 |
| Sampling Generative Networks | Sep 14, 2016 | AttributeBinary Classification | CodeCode Available | 1 |
| Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches | Oct 20, 2015 | Binary ClassificationStereo Matching | CodeCode Available | 1 |
| On distinguishability criteria for estimating generative models | Dec 19, 2014 | Binary Classification | CodeCode Available | 1 |
| An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework | Jul 10, 2025 | Binary ClassificationEEG | —Unverified | 0 |
| DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios | Jun 29, 2025 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Inverse Scene Text Removal | Jun 26, 2025 | Binary Classification | CodeCode Available | 0 |
| Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning | Jun 25, 2025 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
| Private Model Personalization Revisited | Jun 24, 2025 | Binary ClassificationFederated Learning | —Unverified | 0 |
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| I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution | Jun 18, 2025 | Authorship AttributionBinary Classification | —Unverified | 0 |
| Detecting immune cells with label-free two-photon autofluorescence and deep learning | Jun 17, 2025 | Binary ClassificationClassification | —Unverified | 0 |
| LLM-Powered Intent-Based Categorization of Phishing Emails | Jun 17, 2025 | Binary Classification | —Unverified | 0 |
| Universal Rates of ERM for Agnostic Learning | Jun 17, 2025 | Binary Classification | —Unverified | 0 |
| On the existence of consistent adversarial attacks in high-dimensional linear classification | Jun 14, 2025 | Adversarial AttackBinary Classification | —Unverified | 0 |
| Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model | Jun 13, 2025 | Binary ClassificationCloud Computing | —Unverified | 0 |
| Adversarial Surrogate Risk Bounds for Binary Classification | Jun 11, 2025 | Binary ClassificationClassification | —Unverified | 0 |
| DEAL: Disentangling Transformer Head Activations for LLM Steering | Jun 10, 2025 | Binary ClassificationZero-shot Generalization | —Unverified | 0 |
| DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging | Jun 10, 2025 | Binary ClassificationOut-of-Distribution Detection | —Unverified | 0 |
| CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models | Jun 5, 2025 | Binary ClassificationLegal Reasoning | —Unverified | 0 |
| Zeroth-Order Optimization Finds Flat Minima | Jun 5, 2025 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
