Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation Apr 1, 2021 Classification General Classification
— Unverified Machine Learning Applications to Kronian Magnetospheric Reconnection Classification Apr 1, 2021 BIG-bench Machine Learning Classification
— Unverified EfficientNetV2: Smaller Models and Faster Training Apr 1, 2021 AutoML Classification
Code Code Available The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study Apr 1, 2021 Classification Dimensionality Reduction
— Unverified SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification Apr 1, 2021 Classification General Classification
Code Code Available Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits Apr 1, 2021 Classification General Classification
Code Code Available Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix Mar 31, 2021 Classification EEG
Code Code Available Misinformation detection in Luganda-English code-mixed social media text Mar 31, 2021 BIG-bench Machine Learning Classification
— Unverified Channel-Based Attention for LCC Using Sentinel-2 Time Series Mar 31, 2021 Classification General Classification
— Unverified Low-dimensional Denoising Embedding Transformer for ECG Classification Mar 31, 2021 Classification Denoising
— Unverified Classification of Hematoma: Joint Learning of Semantic Segmentation and Classification Mar 31, 2021 Classification General Classification
— Unverified DAP: Detection-Aware Pre-training with Weak Supervision Mar 30, 2021 Classification General Classification
Code Code Available Leveraging a Joint of Phenotypic and Genetic Features on Cancer Patient Subgrouping Mar 30, 2021 Classification Clustering
Code Code Available Environmental sound analysis with mixup based multitask learning and cross-task fusion Mar 30, 2021 Acoustic Scene Classification Classification
— Unverified Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification Mar 30, 2021 Action Classification Classification
— Unverified Active Learning for Deep Object Detection via Probabilistic Modeling Mar 30, 2021 Active Learning Classification
Code Code Available Revisiting Local Descriptor for Improved Few-Shot Classification Mar 30, 2021 Classification Decision Making
Code Code Available Text Classification Using Hybrid Machine Learning Algorithms on Big Data Mar 30, 2021 BIG-bench Machine Learning Classification
— Unverified Parameterized Hypercomplex Graph Neural Networks for Graph Classification Mar 30, 2021 Classification General Classification
Code Code Available SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification Mar 30, 2021 Classification General Classification
Code Code Available Benchmarking Representation Learning for Natural World Image Collections Mar 30, 2021 Benchmarking Binary Classification
Code Code Available A Facial Feature Discovery Framework for Race Classification Using Deep Learning Mar 29, 2021 Classification General Classification
— Unverified Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification Mar 29, 2021 Classification Diagnostic
Code Code Available Strong Optimal Classification Trees Mar 29, 2021 Binary Classification Classification
Code Code Available Busy-Quiet Video Disentangling for Video Classification Mar 29, 2021 Action Classification Action Recognition
Code Code Available von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Mar 29, 2021 Classification Few-Shot Learning
Code Code Available Classifying Video based on Automatic Content Detection Overview Mar 29, 2021 Classification General Classification
— Unverified A Hierarchical Approach to Remote Sensing Scene Classification Mar 29, 2021 Classification General Classification
— Unverified ViViT: A Video Vision Transformer Mar 29, 2021 Action Classification Action Recognition
Code Code Available Graph Classification by Mixture of Diverse Experts Mar 29, 2021 Classification General Classification
— Unverified Entropy methods for the confidence assessment of probabilistic classification models Mar 28, 2021 Classification General Classification
— Unverified BA^2M: A Batch Aware Attention Module for Image Classification Mar 28, 2021 Classification General Classification
— Unverified LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification Mar 26, 2021 Classification General Classification
— Unverified Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Mar 26, 2021 Classification Contrastive Learning
— Unverified Gated Transformer Networks for Multivariate Time Series Classification Mar 26, 2021 Classification General Classification
Code Code Available Understanding Robustness of Transformers for Image Classification Mar 26, 2021 Classification General Classification
— Unverified Deepfake Forensics via An Adversarial Game Mar 25, 2021 Classification DeepFake Detection
Code Code Available Classification of Pneumonia and Tuberculosis from Chest X-rays Mar 25, 2021 BIG-bench Machine Learning Classification
— Unverified Explainability Guided Multi-Site COVID-19 CT Classification Mar 25, 2021 Classification General Classification
Code Code Available MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Mar 25, 2021 Classification Domain Adaptation
Code Code Available An evidential classifier based on Dempster-Shafer theory and deep learning Mar 25, 2021 Classification General Classification
Code Code Available Universal Representation Learning from Multiple Domains for Few-shot Classification Mar 25, 2021 Classification Few-Shot Image Classification
Code Code Available Multi-Label Classification Neural Networks with Hard Logical Constraints Mar 24, 2021 Classification General Classification
Code Code Available CNN vs ELM for Image-Based Malware Classification Mar 24, 2021 BIG-bench Machine Learning Classification
— Unverified Bag of Tricks for Node Classification with Graph Neural Networks Mar 24, 2021 Classification General Classification
Code Code Available Industrial Machine Tool Component Surface Defect Dataset Mar 24, 2021 BIG-bench Machine Learning Classification
Code Code Available AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality Mar 24, 2021 Bayesian Inference Classification
— Unverified Region extraction based approach for cigarette usage classification using deep learning Mar 23, 2021 Classification General Classification
— Unverified Enhanced Gradient for Differentiable Architecture Search Mar 23, 2021 Classification General Classification
— Unverified 