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| A Variational Algorithm for Quantum Neural Networks | Jun 15, 2020 | DescriptiveGeneral Classification | CodeCode Available | 1 | 5 |
| Active Learning for BERT: An Empirical Study | Nov 1, 2020 | Active LearningBinary text classification | CodeCode Available | 1 | 5 |
| Active Learning for Deep Object Detection via Probabilistic Modeling | Mar 30, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Survey of Deep Learning Techniques for Weed Detection from Images | Mar 2, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ADADELTA: An Adaptive Learning Rate Method | Dec 22, 2012 | General Classification | CodeCode Available | 1 | 5 |
| Bag of Tricks for Node Classification with Graph Neural Networks | Mar 24, 2021 | ClassificationGeneral 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 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | 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 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting | Jan 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification | Mar 27, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| ViViT: A Video Vision Transformer | Mar 29, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Adaptive XGBoost for Evolving Data Streams | May 15, 2020 | Drift DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Adaptive Threshold for Online Object Recognition and Re-identification Tasks | Dec 28, 2020 | ClassificationFace Recognition | 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 |
| A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification | Feb 19, 2021 | General ClassificationNode 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 |
| A Data Set and a Convolutional Model for Iconography Classification in Paintings | Oct 6, 2020 | General ClassificationImage 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 |
| An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow | Mar 30, 2020 | Data AugmentationDeep Learning | 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 Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral 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 |
| Association Graph Learning for Multi-Task Classification with Category Shifts | Oct 10, 2022 | General ClassificationGraph Learning | CodeCode Available | 1 | 5 |
| A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency | May 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Self-Attention Network based Node Embedding Model | Jun 22, 2020 | General ClassificationLink Prediction | CodeCode Available | 1 | 5 |
| A Self-supervised Approach for Adversarial Robustness | Jun 8, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 | 5 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification | Apr 1, 2021 | General ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| A Practioner's Guide to Evaluating Entity Resolution Results | Sep 14, 2015 | ClusteringEntity Resolution | CodeCode Available | 1 | 5 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection | Sep 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Are These Birds Similar: Learning Branched Networks for Fine-grained Representations | Jan 16, 2020 | ClassificationDocument Text Classification | CodeCode Available | 1 | 5 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary 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 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification | Dec 9, 2020 | Anomaly DetectionAtrial Fibrillation Detection | CodeCode Available | 1 | 5 |
| A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios | Mar 24, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 | 5 |
