Complex-valued reservoir computing for aspect classification and slope-angle estimation with low computational cost and high resolution in interferometric synthetic aperture radar Apr 22, 2021 Classification General Classification
— Unverified Mini-batch graphs for robust image classification Apr 22, 2021 Classification General Classification
— Unverified Interpretation of multi-label classification models using shapley values Apr 21, 2021 Classification General Classification
Code Code Available Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks Apr 21, 2021 Classification General Classification
— Unverified Automating Visual Blockage Classification of Culverts with Deep Learning Apr 21, 2021 Classification Deep Learning
— Unverified Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study Apr 21, 2021 Classification Decision Making
— Unverified Using CNNs for AD classification based on spatial correlation of BOLD signals during the observation Apr 21, 2021 Classification General Classification
— Unverified Sensitivity as a Complexity Measure for Sequence Classification Tasks Apr 21, 2021 Classification General Classification
Code Code Available WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction Apr 20, 2021 Classification Emotion Classification
— Unverified BraidNet: procedural generation of neural networks for image classification problems using braid theory Apr 20, 2021 Classification General Classification
— Unverified A novel three-stage training strategy for long-tailed classification Apr 20, 2021 Classification General Classification
— Unverified SAS: A Simple, Accurate and Scalable Node Classification Algorithm Apr 19, 2021 Classification General Classification
— Unverified Provable Robustness of Adversarial Training for Learning Halfspaces with Noise Apr 19, 2021 Classification General Classification
— Unverified Sentiment Classification in Swahili Language Using Multilingual BERT Apr 19, 2021 Classification Diversity
— Unverified Multi-objective Feature Selection with Missing Data in Classification Apr 18, 2021 BIG-bench Machine Learning Classification
— Unverified Data Distillation for Text Classification Apr 17, 2021 Classification General Classification
Code Code Available IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada Apr 17, 2021 Classification Language Identification
Code Code Available Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes Apr 17, 2021 Classification Few-Shot Learning
— Unverified Potential Anchoring for imbalanced data classification Apr 17, 2021 Classification General Classification
Code Code Available Neural String Edit Distance Apr 16, 2021 Classification General Classification
Code Code Available Cross-Modal Retrieval Augmentation for Multi-Modal Classification Apr 16, 2021 Classification Cross-Modal Retrieval
— Unverified Are Classes Clusters? Apr 16, 2021 Classification Clustering
— Unverified Detect and Classify -- Joint Span Detection and Classification for Health Outcomes Apr 15, 2021 Classification Decision Making
Code Code Available BERT based Transformers lead the way in Extraction of Health Information from Social Media Apr 15, 2021 Binary Classification Classification
Code Code Available Out-of-Distribution Detection for Dermoscopic Image Classification Apr 15, 2021 Classification General Classification
— Unverified Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data Apr 15, 2021 Classification Domain Adaptation
— Unverified Shoulder Implant X-Ray Manufacturer Classification: Exploring with Vision Transformer Apr 15, 2021 Classification General Classification
Code Code Available Quadratic GCN for Graph Classification Apr 14, 2021 Classification General Classification
Code Code Available Audio feature ranking for sound-based COVID-19 patient detection Apr 14, 2021 Audio Classification Classification
— Unverified Identification of mental fatigue in language comprehension tasks based on EEG and deep learning Apr 14, 2021 Classification EEG
— Unverified Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews Apr 12, 2021 Classification General Classification
— Unverified Expelled kidney stones classification using feature fusion Apr 12, 2021 Classification Sensitivity
Code Code Available Few-shot Intent Classification and Slot Filling with Retrieved Examples Apr 12, 2021 Classification Few-Shot Learning
— Unverified Intra-Class Uncertainty Loss Function for Classification Apr 12, 2021 Classification General Classification
— Unverified Automated Mechanism Design for Classification with Partial Verification Apr 12, 2021 Classification General Classification
— Unverified Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Apr 11, 2021 Classification Cross-Lingual Transfer
Code Code Available Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning Apr 11, 2021 Classification Computed Tomography (CT)
Code Code Available Assessment of the influence of features on a classification problem: an application to COVID-19 patients Apr 9, 2021 Classification General Classification
— Unverified AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification Apr 9, 2021 Classification Emotion Classification
— Unverified eGAN: Unsupervised approach to class imbalance using transfer learning Apr 9, 2021 BIG-bench Machine Learning Classification
Code Code Available Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability Apr 9, 2021 Classification General Classification
— Unverified Out-of-distribution detection in satellite image classification Apr 9, 2021 Classification Deep Learning
— Unverified Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model Apr 9, 2021 Binary Classification Classification
— Unverified Prototypical Region Proposal Networks for Few-Shot Localization and Classification Apr 8, 2021 Classification Few-Shot Image Classification
— Unverified Scaling up graph homomorphism for classification via sampling Apr 8, 2021 BIG-bench Machine Learning Classification
— Unverified Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification Apr 8, 2021 Classification Document Classification
Code Code Available Classification, Slippage, Failure and Discovery Apr 8, 2021 BIG-bench Machine Learning Classification
— Unverified A Deep Ensemble-based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification Apr 8, 2021 Classification Deep Learning
— Unverified Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications Apr 7, 2021 Classification Clustering
— Unverified Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models Apr 7, 2021 Classification Decision Making
— Unverified 