| Training RNNs as Fast as CNNs | Jan 1, 2018 | General ClassificationLanguage Modeling | CodeCode Available | 2 |
| R-FCN-3000 at 30fps: Decoupling Detection and Classification | Dec 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 2 |
| Simple Recurrent Units for Highly Parallelizable Recurrence | Sep 8, 2017 | General ClassificationMachine Translation | CodeCode Available | 2 |
| Random Erasing Data Augmentation | Aug 16, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 2 |
| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 |
| Some Improvements on Deep Convolutional Neural Network Based Image Classification | Dec 19, 2013 | ClassificationGeneral Classification | CodeCode Available | 2 |
| Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices | Sep 12, 2023 | General ClassificationMultimodal Text and Image Classification | CodeCode Available | 1 |
| STRAPPER: Preference-based Reinforcement Learning via Self-training Augmentation and Peer Regularization | Jul 19, 2023 | General Classificationreinforcement-learning | CodeCode Available | 1 |
| Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence | May 12, 2023 | Disaster ResponseEarth Observation | CodeCode Available | 1 |
| VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution | Apr 4, 2023 | DisentanglementDomain Generalization | CodeCode Available | 1 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| Hierarchical classification at multiple operating points | Oct 19, 2022 | General Classification | CodeCode Available | 1 |
| Association Graph Learning for Multi-Task Classification with Category Shifts | Oct 10, 2022 | General ClassificationGraph Learning | CodeCode Available | 1 |
| SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models | Oct 7, 2022 | General Classificationimage-classification | CodeCode Available | 1 |
| A kernel-based quantum random forest for improved classification | Oct 5, 2022 | General ClassificationQuantum Machine Learning | CodeCode Available | 1 |
| Learning Temporal Resolution in Spectrogram for Audio Classification | Oct 4, 2022 | Audio ClassificationGeneral Classification | CodeCode Available | 1 |
| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Stop&Hop: Early Classification of Irregular Time Series | Aug 21, 2022 | Early ClassificationGeneral Classification | CodeCode Available | 1 |
| Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers | Aug 15, 2022 | Automatic Sleep Stage ClassificationDeep Learning | CodeCode Available | 1 |
| Visual Localization via Few-Shot Scene Region Classification | Aug 14, 2022 | General ClassificationMemorization | CodeCode Available | 1 |
| On the Limitations of Continual Learning for Malware Classification | Aug 13, 2022 | Continual LearningGeneral Classification | CodeCode Available | 1 |
| Scalable Quantum Neural Networks for Classification | Aug 4, 2022 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments | Jul 21, 2022 | General ClassificationVideo Classification | CodeCode Available | 1 |
| Visual Knowledge Tracing | Jul 20, 2022 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 |
| Contributions of Shape, Texture, and Color in Visual Recognition | Jul 19, 2022 | AttributeGeneral Classification | CodeCode Available | 1 |
| Semi-Supervised Temporal Action Detection with Proposal-Free Masking | Jul 14, 2022 | Action DetectionGeneral Classification | CodeCode Available | 1 |
| RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network | Jun 28, 2022 | General Classificationimage-classification | CodeCode Available | 1 |
| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Differentiable Top-k Classification Learning | Jun 15, 2022 | General ClassificationImage Classification | CodeCode Available | 1 |
| Evaluating histopathology transfer learning with ChampKit | Jun 14, 2022 | BenchmarkingCell Detection | CodeCode Available | 1 |
| LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks | Jun 14, 2022 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Localizing Semantic Patches for Accelerating Image Classification | Jun 7, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| EXACT: How to Train Your Accuracy | May 19, 2022 | General Classificationimage-classification | CodeCode Available | 1 |
| Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling | May 10, 2022 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Generating Representative Samples for Few-Shot Classification | May 5, 2022 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| FastMapSVM: Classifying Complex Objects Using the FastMap Algorithm and Support-Vector Machines | Apr 7, 2022 | General ClassificationInterpretable Machine Learning | CodeCode Available | 1 |
| Feature Generation for Long-tail Classification | Nov 10, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers | Jul 23, 2021 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 |
| XBNet : An Extremely Boosted Neural Network | Jun 9, 2021 | Anomaly DetectionBreast Cancer Detection | CodeCode Available | 1 |
| SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence | May 31, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| DiagSet: a dataset for prostate cancer histopathological image classification | May 9, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| ResMLP: Feedforward networks for image classification with data-efficient training | May 7, 2021 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| Soft-Attention Improves Skin Cancer Classification Performance | May 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 1 |
| Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis | May 4, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| LFI-CAM: Learning Feature Importance for Better Visual Explanation | May 3, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
