| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral 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 |
| Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions | May 26, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ADADELTA: An Adaptive Learning Rate Method | Dec 22, 2012 | General 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 |
| Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features | Jan 31, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Beyond Categorical Label Representations for Image Classification | Apr 6, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification | May 22, 2020 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation | Aug 13, 2020 | ClassificationFew-Shot Object Detection | CodeCode Available | 1 | 5 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 | 5 |
| Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation | Apr 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| A Diagnostic Study of Explainability Techniques for Text Classification | Sep 25, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 | 5 |
| Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM | Nov 12, 2020 | Atrial Fibrillation DetectionClassification | CodeCode Available | 1 | 5 |
| GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples | Jul 1, 2020 | General ClassificationSentence | CodeCode Available | 1 | 5 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | 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 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | 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 |
| Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation | Jul 9, 2020 | Few-Shot Image ClassificationFew-Shot 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 |
| 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 |
| Generating Representative Samples for Few-Shot Classification | May 5, 2022 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification | Feb 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial examples for generative models | Feb 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-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 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds | Mar 29, 2020 | 3D Object ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Going Deeper with Convolutions | Sep 17, 2014 | General ClassificationImage 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 |
| GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning | Sep 4, 2020 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Graph Backdoor | Jun 21, 2020 | Backdoor AttackDescriptive | CodeCode Available | 1 | 5 |
| Variational Recurrent Neural Networks for Graph Classification | Feb 7, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Graph Convolutional Networks for Road Networks | Aug 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Graph Convolutional Networks for Text Classification | Sep 15, 2018 | General ClassificationSentiment Analysis | 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 |
| GraphHop: An Enhanced Label Propagation Method for Node Classification | Jan 7, 2021 | ClassificationGeneral 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 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral 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 |
| Group-wise Inhibition based Feature Regularization for Robust Classification | Mar 3, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 | 5 |
| Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices | Sep 12, 2023 | General ClassificationMultimodal Text and Image Classification | CodeCode Available | 1 | 5 |
| Healing Products of Gaussian Processes | Feb 14, 2021 | Gaussian ProcessesGeneral 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 |
