| Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial Examples | Sep 26, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 5 |
| Semantic Operators: A Declarative Model for Rich, AI-based Data Processing | Jul 16, 2024 | Extreme Multi-Label ClassificationFact Checking | CodeCode Available | 5 |
| Multi-label Cluster Discrimination for Visual Representation Learning | Jul 24, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 4 |
| In-Context Learning for Extreme Multi-Label Classification | Jan 22, 2024 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 3 |
| Ludwig: a type-based declarative deep learning toolbox | Sep 17, 2019 | DecoderDeep Learning | CodeCode Available | 3 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification | Jul 14, 2022 | ClassificationEarth Observation | CodeCode Available | 2 |
| SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis | May 12, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics | Mar 15, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| Towards Robust Multi-tab Website Fingerprinting | Jan 22, 2025 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports | May 23, 2024 | DiagnosticMulti-Label Classification | CodeCode Available | 2 |
| LawBench: Benchmarking Legal Knowledge of Large Language Models | Sep 28, 2023 | ArticlesBenchmarking | CodeCode Available | 2 |
| Multi-Task Learning as Multi-Objective Optimization | Oct 10, 2018 | Depth EstimationGeneral Classification | CodeCode Available | 2 |
| Tribuo: Machine Learning with Provenance in Java | Oct 6, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 2 |
| Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery | Mar 8, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| XTrack: Multimodal Training Boosts RGB-X Video Object Trackers | May 28, 2024 | Inductive BiasMixture-of-Experts | CodeCode Available | 2 |
| DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction | Oct 10, 2023 | ClassificationKnowledge Graphs | CodeCode Available | 1 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
| DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification | Mar 15, 2023 | Contrastive LearningMissing Labels | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| DECAF: Deep Extreme Classification with Label Features | Aug 1, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA | May 13, 2020 | Image CaptioningMulti-Label Classification | CodeCode Available | 1 |
| Densely Connected Convolutional Networks | Aug 25, 2016 | Breast Tumour ClassificationClassification | CodeCode Available | 1 |
| A data-centric approach for assessing progress of Graph Neural Networks | Jun 18, 2024 | ClassificationMulti-class Classification | CodeCode Available | 1 |
| Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model | Jul 12, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification | Nov 25, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Deep Smart Contract Intent Detection | Nov 19, 2022 | Intent DetectionMulti-Label Classification | CodeCode Available | 1 |
| Extending global-local view alignment for self-supervised learning with remote sensing imagery | Mar 12, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| Conditional Generation Net for Medication Recommendation | Feb 14, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Coherent Hierarchical Multi-Label Classification Networks | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 |
| CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines | Apr 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Causality Compensated Attention for Contextual Biased Visual Recognition | Feb 25, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| VALUED -- Vision and Logical Understanding Evaluation Dataset | Nov 21, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 |
| Cluster-Guided Label Generation in Extreme Multi-Label Classification | Feb 17, 2023 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| Amalgamating Knowledge From Heterogeneous Graph Neural Networks | Jun 19, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 |
| Co-attention network with label embedding for text classification | Nov 4, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 |
| Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition | Jul 3, 2023 | Learning with noisy labelsMulti-Label Classification | CodeCode Available | 1 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 |
| ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts | Oct 5, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification | Apr 4, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 |
