Balanced-MixUp for Highly Imbalanced Medical Image Classification Sep 20, 2021 Classification image-classification
Code Code Available Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model Jun 5, 2020 Classification Diagnostic
Code Code Available BertGCN: Transductive Text Classification by Combining GCN and BERT May 12, 2021 Classification text-classification
Code Code Available Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification Oct 7, 2022 Classification image-classification
Code Code Available Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data Feb 23, 2021 Classification Clustering
Code Code Available Classification of Edge-dependent Labels of Nodes in Hypergraphs Jun 5, 2023 Classification Node Clustering
Code Code Available A Weakly Supervised Convolutional Network for Change Segmentation and Classification Nov 6, 2020 Change Detection Classification
Code Code Available AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available Background Data Resampling for Outlier-Aware Classification Jun 1, 2020 Classification General Classification
Code Code Available Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Apr 16, 2021 Classification EEG
Code Code Available Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available Automatically designing CNN architectures using genetic algorithm for image classification Aug 11, 2018 Classification General Classification
Code Code Available Bacteriophage classification for assembled contigs using Graph Convolutional Network Feb 7, 2021 Classification Diversity
Code Code Available A Two-Stage Approach to Device-Robust Acoustic Scene Classification Nov 3, 2020 Acoustic Scene Classification Classification
Code Code Available Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification Jan 14, 2021 Classification Hyperspectral Image Classification
Code Code Available Audio classification with Dilated Convolution with Learnable Spacings Sep 25, 2023 Audio Classification Audio Tagging
Code Code Available Attentional-Biased Stochastic Gradient Descent Dec 13, 2020 Classification General Classification
Code Code Available A Tensor SVD-based Classification Algorithm Applied to fMRI Data Oct 31, 2021 Classification
Code Code Available A Transformer-based deep neural network model for SSVEP classification Oct 9, 2022 Brain Computer Interface Classification
Code Code Available Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification Dec 24, 2020 Classification General Classification
Code Code Available BAdaCost: Multi-class Boosting with Costs Feb 6, 2024 Classification Multi-class Classification
Code Code Available A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset Jul 19, 2023 Classification
Code Code Available A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available A Spatio-temporal Deep Learning Approach for Underwater Acoustic Signals Classification Nov 24, 2022 Audio Classification Classification
Code Code Available A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification Feb 1, 2024 All Classification
Code Code Available A Survey on Text Classification: From Shallow to Deep Learning Aug 2, 2020 Classification Deep Learning
Code Code Available 3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Mar 2, 2022 Classification Point Cloud Classification
Code Code Available Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM Nov 12, 2020 Atrial Fibrillation Detection Classification
Code Code Available 3D Deformable Convolutions for MRI classification Nov 5, 2019 Classification General Classification
Code Code Available Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification Dec 29, 2021 Classification Decision Making
Code Code Available Attention Transfer Network for Aspect-level Sentiment Classification Oct 23, 2020 Classification General Classification
Code Code Available Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available Audio Embeddings as Teachers for Music Classification Jun 30, 2023 Classification Information Retrieval
Code Code Available A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification May 29, 2021 Classification Hyperspectral Image Classification
Code Code Available BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Oct 6, 2022 Classification Data Augmentation
Code Code Available A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification Oct 9, 2021 Classification Dimensionality Reduction
Code Code Available Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task Learning Oct 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification Aug 4, 2023 Classification Early Classification
Code Code Available A Survey of Deep Learning Techniques for Weed Detection from Images Mar 2, 2021 Classification General Classification
Code Code Available Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available Balanced Energy Regularization Loss for Out-of-distribution Detection Jun 18, 2023 Classification image-classification
Code Code Available Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes Jul 20, 2020 Classification Gaussian Processes
Code Code Available A Simple Log-based Loss Function for Ordinal Text Classification Oct 1, 2022 Classification text-classification
Code Code Available Benchmarking Adversarial Robustness on Image Classification Jun 1, 2020 Adversarial Attack Adversarial Robustness
Code Code Available The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Jul 27, 2020 Classification General Classification
Code Code Available Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization May 24, 2024 Classification Federated Learning
Code Code Available Parametric Classification for Generalized Category Discovery: A Baseline Study Nov 21, 2022 Classification Novel Class Discovery
Code Code Available A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data Jun 12, 2021 Classification Document Classification
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