| Better than classical? The subtle art of benchmarking quantum machine learning models | Mar 11, 2024 | BenchmarkingBinary Classification | CodeCode Available | 7 |
| PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning | Mar 31, 2024 | Binary ClassificationDeep Learning | CodeCode Available | 4 |
| Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation | Mar 29, 2022 | Binary ClassificationSegmentation | CodeCode Available | 4 |
| Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception | Oct 16, 2024 | Binary ClassificationChunking | CodeCode Available | 3 |
| GuardT2I: Defending Text-to-Image Models from Adversarial Prompts | Mar 3, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 3 |
| Common Sense Reasoning for Deepfake Detection | Jan 31, 2024 | Binary ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| GlyphNet: Homoglyph domains dataset and detection using attention-based Convolutional Neural Networks | Jun 17, 2023 | Binary Classification | CodeCode Available | 3 |
| UCF: Uncovering Common Features for Generalizable Deepfake Detection | Apr 27, 2023 | Binary ClassificationDecoder | CodeCode Available | 3 |
| Benchmarking Multimodal AutoML for Tabular Data with Text Fields | Nov 4, 2021 | AutoMLBenchmarking | CodeCode Available | 3 |
| Is deep learning necessary for simple classification tasks? | Jun 11, 2020 | AutoMLBinary Classification | CodeCode Available | 3 |
| The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes | May 10, 2020 | Binary ClassificationClassification | CodeCode Available | 3 |
| Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector | Mar 26, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 2 |
| DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning | Oct 28, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 2 |
| LTNtorch: PyTorch Implementation of Logic Tensor Networks | Sep 24, 2024 | Binary ClassificationLogical Reasoning | CodeCode Available | 2 |
| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | Jul 2, 2024 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 2 |
| Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning | Jun 7, 2024 | Binary Classification | CodeCode Available | 2 |
| SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network | May 16, 2024 | Binary ClassificationDecoder | CodeCode Available | 2 |
| FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models | Apr 20, 2024 | Binary ClassificationFake Image Detection | CodeCode Available | 2 |
| Understanding the Ranking Loss for Recommendation with Sparse User Feedback | Mar 21, 2024 | Binary ClassificationClick-Through Rate Prediction | CodeCode Available | 2 |
| A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions | Oct 23, 2023 | Binary ClassificationLLM-generated Text Detection | CodeCode Available | 2 |
| Detecting and Grounding Multi-Modal Media Manipulation and Beyond | Sep 25, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 |
| Detect Everything with Few Examples | Sep 22, 2023 | Binary ClassificationCross-Domain Few-Shot Object Detection | CodeCode Available | 2 |
| VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection | Aug 22, 2023 | Anomaly DetectionBinary Classification | CodeCode Available | 2 |
| DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature Matching | Aug 16, 2023 | 3D ReconstructionBinary Classification | CodeCode Available | 2 |
| Maintaining Plasticity in Deep Continual Learning | Jun 23, 2023 | Binary ClassificationContinual Learning | CodeCode Available | 2 |
