| Concept Matching for Low-Resource Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network | Jan 17, 2020 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| Be More with Less: Hypergraph Attention Networks for Inductive Text Classification | Nov 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Benchmarking Natural Language Understanding Services for building Conversational Agents | Mar 13, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 | 5 |
| Conditional Adversarial Domain Adaptation | May 26, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data | Jan 28, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Consistency-based Active Learning for Object Detection | Mar 18, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Acquisition of Localization Confidence for Accurate Object Detection | Jul 30, 2018 | General ClassificationObject | CodeCode Available | 1 | 5 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-classification | CodeCode Available | 1 | 5 |
| KeepAugment: A Simple Information-Preserving Data Augmentation Approach | Nov 23, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| Beyond Categorical Label Representations for Image Classification | Apr 6, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Contextualized Weak Supervision for Text Classification | Jul 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Combining Neural Network Models for Blood Cell Classification | Jan 10, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification | Mar 23, 2017 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation | May 14, 2020 | General ClassificationSpecificity | CodeCode Available | 1 | 5 |
| Large-Scale Long-Tailed Recognition in an Open World | Apr 10, 2019 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention | Nov 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 | 5 |
| Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction | Jan 7, 2020 | Aspect-oriented Opinion ExtractionGeneral Classification | CodeCode Available | 1 | 5 |
| BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices | Feb 6, 2021 | Face RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| Learning Accurate and Interpretable Decision Rule Sets from Neural Networks | Mar 4, 2021 | General Classification | CodeCode Available | 1 | 5 |
| High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning | Dec 2, 2019 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Boosting Generalization in Bio-Signal Classification by Learning the Phase-Amplitude Coupling | Sep 16, 2020 | General ClassificationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Towards More Practical Adversarial Attacks on Graph Neural Networks | Jun 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Learning Data Augmentation with Online Bilevel Optimization for Image Classification | Jun 25, 2020 | Bilevel OptimizationClassification | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers | Jan 13, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 1 | 5 |
| Learning Equivariant Representations | Dec 4, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs | Nov 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 | 5 |
| Boundary-sensitive Pre-training for Temporal Localization in Videos | Nov 21, 2020 | Action ClassificationClassification | CodeCode Available | 1 | 5 |
| Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation | Jun 1, 2020 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| Learning Representations For Images With Hierarchical Labels | Apr 2, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 | 5 |
| Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings | Oct 3, 2020 | AllGeneral Classification | CodeCode Available | 1 | 5 |
| Learning Temporal Resolution in Spectrogram for Audio Classification | Oct 4, 2022 | Audio ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Complementary-Label Learning for Arbitrary Losses and Models | Oct 10, 2018 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| EEG-based Emotional Video Classification via Learning Connectivity Structure | May 28, 2019 | ClassificationEEG | CodeCode Available | 1 | 5 |
| Learning with Out-of-Distribution Data for Audio Classification | Feb 11, 2020 | Audio ClassificationClassification | CodeCode Available | 1 | 5 |
| LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference | Apr 2, 2021 | CPUGeneral Classification | CodeCode Available | 1 | 5 |
| LFI-CAM: Learning Feature Importance for Better Visual Explanation | May 3, 2021 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning | Feb 16, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Lightweight Modules for Efficient Deep Learning based Image Restoration | Jul 11, 2020 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Line Graph Neural Networks for Link Prediction | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| LipNet: End-to-End Sentence-level Lipreading | Nov 5, 2016 | General ClassificationLipreading | CodeCode Available | 1 | 5 |
| Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection | Mar 27, 2021 | Abusive LanguageGeneral Classification | CodeCode Available | 1 | 5 |
| Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection | Sep 17, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
