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| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Denoising Adversarial Autoencoders | Mar 3, 2017 | DenoisingGeneral Classification | CodeCode Available | 1 | 5 |
| Denoising Multi-Source Weak Supervision for Neural Text Classification | Oct 9, 2020 | ClassificationDenoising | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Benchmarking Adversarial Robustness on Image Classification | Jun 1, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Benchmarking Natural Language Understanding Services for building Conversational Agents | Mar 13, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 | 5 |
| Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift | Feb 11, 2015 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| A Data Set and a Convolutional Model for Iconography Classification in Paintings | Oct 6, 2020 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text | Jul 21, 2020 | General ClassificationOpinion Mining | CodeCode Available | 1 | 5 |
| Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes | Jul 20, 2020 | ClassificationGaussian Processes | CodeCode Available | 1 | 5 |
| Bag of Tricks for Efficient Text Classification | Jul 6, 2016 | CPUEmotion Recognition in Conversation | CodeCode Available | 1 | 5 |
| Adaptive XGBoost for Evolving Data Streams | May 15, 2020 | Drift DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Bag of Tricks for Image Classification with Convolutional Neural Networks | Dec 4, 2018 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| Backdoor Attacks to Graph Neural Networks | Jun 19, 2020 | Backdoor AttackGeneral Classification | CodeCode Available | 1 | 5 |
| AutoMix: Unveiling the Power of Mixup for Stronger Classifiers | Mar 24, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Background Data Resampling for Outlier-Aware Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Bag of Tricks for Node Classification with Graph Neural Networks | Mar 24, 2021 | ClassificationGeneral 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 |
| Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs | Nov 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis | Apr 16, 2021 | ClassificationEEG | CodeCode Available | 1 | 5 |
| A Universal Representation Transformer Layer for Few-Shot Image Classification | Jun 21, 2020 | ClassificationDomain Generalization | CodeCode Available | 1 | 5 |
| Automatically designing CNN architectures using genetic algorithm for image classification | Aug 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| 3D Deformable Convolutions for MRI classification | Nov 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification | Dec 24, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Two-Stage Approach to Device-Robust Acoustic Scene Classification | Nov 3, 2020 | Acoustic Scene ClassificationClassification | CodeCode Available | 1 | 5 |
| Automatically Discovering and Learning New Visual Categories with Ranking Statistics | Feb 13, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification | Nov 1, 2018 | General ClassificationMulti-Label Text Classification | CodeCode Available | 1 | 5 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes | Dec 12, 2020 | Active LearningBinary Classification | CodeCode Available | 1 | 5 |
| ADADELTA: An Adaptive Learning Rate Method | Dec 22, 2012 | General Classification | CodeCode Available | 1 | 5 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series | Jul 5, 2017 | ClassificationEEG | CodeCode Available | 1 | 5 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| A Variational Algorithm for Quantum Neural Networks | Jun 15, 2020 | DescriptiveGeneral Classification | CodeCode Available | 1 | 5 |
| A Weakly Supervised Convolutional Network for Change Segmentation and Classification | Nov 6, 2020 | Change DetectionClassification | CodeCode Available | 1 | 5 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Bacteriophage classification for assembled contigs using Graph Convolutional Network | Feb 7, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Adaptive Threshold for Online Object Recognition and Re-identification Tasks | Dec 28, 2020 | ClassificationFace Recognition | CodeCode Available | 1 | 5 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 | 5 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification | Feb 19, 2021 | General ClassificationNode Classification | CodeCode Available | 1 | 5 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Barlow Twins: Self-Supervised Learning via Redundancy Reduction | Mar 4, 2021 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Be More with Less: Hypergraph Attention Networks for Inductive Text Classification | Nov 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Active Learning for BERT: An Empirical Study | Nov 1, 2020 | Active LearningBinary text classification | CodeCode Available | 1 | 5 |
