AugStatic - A Light-Weight Image Augmentation Library May 1, 2022 Classification Data Augmentation
Code Code Available Augmented Balanced Image Dataset Generator Using AugStatic Library May 1, 2022 Classification Data Augmentation
Code Code Available Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset May 1, 2022 Classification Data Augmentation
— Unverified KNN-Contrastive Learning for Out-of-Domain Intent Classification May 1, 2022 Classification Contrastive Learning
— Unverified Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese May 1, 2022 Classification Prediction
— Unverified Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data May 1, 2022 Classification Meta-Learning
— Unverified Evaluating Extreme Hierarchical Multi-label Classification May 1, 2022 Classification Hierarchical Multi-label Classification
— Unverified Composing Structure-Aware Batches for Pairwise Sentence Classification May 1, 2022 Classification Language Modeling
Code Code Available Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis May 1, 2022 Classification
— Unverified Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models May 1, 2022 Classification Emotion Classification
— Unverified Generalized Reference Kernel for One-class Classification May 1, 2022 Classification One-Class Classification
Code Code Available Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification May 1, 2022 Attribute Classification
— Unverified Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages May 1, 2022 Classification Meme Classification
— Unverified IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection May 1, 2022 Classification Emotion Classification
— Unverified FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification May 1, 2022 Abstractive Text Summarization Classification
Code Code Available Early Stopping Based on Unlabeled Samples in Text Classification May 1, 2022 Classification text-classification
Code Code Available Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation May 1, 2022 Classification Data Augmentation
— Unverified Data Quality Estimation Framework for Faster Tax Code Classification May 1, 2022 Attribute Attribute Value Extraction
— Unverified End-to-End Signal Classification in Signed Cumulative Distribution Transform Space Apr 30, 2022 Classification
— Unverified Leveraging Emotion-specific Features to Improve Transformer Performance for Emotion Classification Apr 30, 2022 Articles Classification
— Unverified Novel optimized crow search algorithm for feature selection Apr 30, 2022 Classification Computational Efficiency
Code Code Available Wide and Deep Neural Networks Achieve Optimality for Classification Apr 29, 2022 Classification
— Unverified Understanding the impact of image and input resolution on deep digital pathology patch classifiers Apr 29, 2022 Classification
— Unverified Learning Localization-aware Target Confidence for Siamese Visual Tracking Apr 29, 2022 Classification regression
— Unverified Equine radiograph classification using deep convolutional neural networks Apr 29, 2022 Classification
— Unverified Czech Dataset for Cross-lingual Subjectivity Classification Apr 29, 2022 Classification Subjectivity Analysis
Code Code Available Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task Apr 28, 2022 Classification Time Series
— Unverified Automatic Detection and Classification of Symbols in Engineering Drawings Apr 28, 2022 Classification Position
— Unverified Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers Apr 28, 2022 BIG-bench Machine Learning Classification
— Unverified COSTI: a New Classifier for Sequences of Temporal Intervals Apr 28, 2022 Classification Time Series
Code Code Available What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Apr 28, 2022 Classification Relation
— Unverified The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification Apr 27, 2022 Binary Classification Classification
Code Code Available Distant finetuning with discourse relations for stance classification Apr 27, 2022 Classification Stance Classification
— Unverified Meta-free few-shot learning via representation learning with weight averaging Apr 26, 2022 Classification Few-Shot Learning
— Unverified A Comparative Study on Approaches to Acoustic Scene Classification using CNNs Apr 26, 2022 Acoustic Scene Classification Classification
— Unverified A Robust Contrastive Alignment Method For Multi-Domain Text Classification Apr 26, 2022 Classification Contrastive Learning
— Unverified Quantum-classical convolutional neural networks in radiological image classification Apr 26, 2022 BIG-bench Machine Learning Classification
— Unverified Speech Detection For Child-Clinician Conversations In Danish For Low-Resource In-The-Wild Conditions: A Case Study Apr 25, 2022 Classification
— Unverified PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings Apr 25, 2022 Activity Recognition Classification
— Unverified OCFormer: One-Class Transformer Network for Image Classification Apr 25, 2022 Classification image-classification
— Unverified Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification Apr 25, 2022 Classification Graph Neural Network
— Unverified Headline Diagnosis: Manipulation of Content Farm Headlines Apr 25, 2022 Classification
— Unverified Predicting Sleeping Quality using Convolutional Neural Networks Apr 24, 2022 Classification regression
— Unverified Transformation Invariant Cancerous Tissue Classification Using Spatially Transformed DenseNet Apr 23, 2022 Classification
— Unverified On the semantics of big Earth observation data for land classification Apr 23, 2022 Classification Earth Observation
— Unverified Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification Apr 22, 2022 Classification Clustering
— Unverified iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition Apr 22, 2022 Action Recognition Classification
Code Code Available A Closer Look at Personalization in Federated Image Classification Apr 22, 2022 Classification Edge-computing
— Unverified Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization Apr 21, 2022 Bilevel Optimization Binary Classification
— Unverified Multiple EffNet/ResNet Architectures for Melanoma Classification Apr 21, 2022 Classification image-classification
— Unverified 