Patient Aware Active Learning for Fine-Grained OCT Classification Jun 23, 2022 Active Learning Classification
— Unverified Few-Shot Non-Parametric Learning with Deep Latent Variable Model Jun 23, 2022 Classification image-classification
— Unverified A novel adversarial learning strategy for medical image classification Jun 23, 2022 Classification Generative Adversarial Network
— Unverified ICS: Total Freedom in Manual Text Classification Supported by Unobtrusive Machine Learning Jun 22, 2022 Active Learning Classification
Code Code Available A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors Jun 22, 2022 Classification EEG
— Unverified Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming Jun 22, 2022 Autonomous Driving Classification
— Unverified Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks Jun 22, 2022 Bilevel Optimization Classification
Code Code Available Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective Jun 21, 2022 Classification Graph Classification
— Unverified Automatic Concept Extraction for Concept Bottleneck-based Video Classification Jun 21, 2022 Classification Video Classification
— Unverified HealNet -- Self-Supervised Acute Wound Heal-Stage Classification Jun 21, 2022 Classification Self-Supervised Learning
— Unverified A ResNet attention model for classifying mosquitoes from wing‑beating sounds Jun 20, 2022 Classification Data Augmentation
Code Code Available Open Set Classification of Untranscribed Handwritten Documents Jun 20, 2022 Classification open-set classification
— Unverified Deep reinforced active learning for multi-class image classification Jun 20, 2022 Active Learning Classification
— Unverified Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available Revisiting lp-constrained Softmax Loss: A Comprehensive Study Jun 20, 2022 Classification image-classification
Code Code Available Time Gated Convolutional Neural Networks for Crop Classification Jun 20, 2022 Classification Crop Classification
— Unverified A Unified Understanding of Deep NLP Models for Text Classification Jun 19, 2022 Classification text-classification
— Unverified Primal Estimated Subgradient Solver for SVM for Imbalanced Classification Jun 19, 2022 Classification imbalanced classification
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Transform-Invariant Convolutional Neural Networks for Image Classification and Search Jun 18, 2022 Classification image-classification
— Unverified Bioinspired random projections for robust, sparse classification Jun 18, 2022 Classification
— Unverified The Consistency of Adversarial Training for Binary Classification Jun 18, 2022 BIG-bench Machine Learning Binary Classification
— Unverified Towards Better Selective Classification Jun 17, 2022 Classification
Code Code Available Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network Jun 17, 2022 Classification Diversity
— Unverified Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters Jun 17, 2022 Classification image-classification
— Unverified All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) Jun 17, 2022 All Classification
— Unverified DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification Jun 17, 2022 Classification image-classification
Code Code Available Large-Margin Representation Learning for Texture Classification Jun 17, 2022 Classification Metric Learning
— Unverified Nonwords Pronunciation Classification in Language Development Tests for Preschool Children Jun 16, 2022 Classification
— Unverified DIALOG-22 RuATD Generated Text Detection Jun 16, 2022 Binary Classification Classification
Code Code Available When a RF Beats a CNN and GRU, Together -- A Comparison of Deep Learning and Classical Machine Learning Approaches for Encrypted Malware Traffic Classification Jun 16, 2022 Classification Intrusion Detection
Code Code Available Domain Generalization via Selective Consistency Regularization for Time Series Classification Jun 16, 2022 Classification Domain Generalization
— Unverified Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures Jun 16, 2022 Classification Diagnostic
— Unverified Analysis and Extensions of Adversarial Training for Video Classification Jun 16, 2022 Action Recognition Adversarial Defense
Code Code Available Self-Adaptive Label Augmentation for Semi-supervised Few-shot Classification Jun 16, 2022 Classification
— Unverified Investigating Multi-Feature Selection and Ensembling for Audio Classification Jun 15, 2022 Audio Classification Classification
— Unverified Unsupervised multi-branch Capsule for Hyperspectral and LiDAR classification Jun 15, 2022 Classification
— Unverified Recent Advances in Scene Image Representation and Classification Jun 15, 2022 Classification image-classification
— Unverified CLNode: Curriculum Learning for Node Classification Jun 15, 2022 Classification Node Classification
Code Code Available Rethinking Generalization in Few-Shot Classification Jun 15, 2022 Classification Few-Shot Image Classification
Code Code Available Efficient Adaptive Ensembling for Image Classification Jun 15, 2022 Classification
— Unverified CARD: Classification and Regression Diffusion Models Jun 15, 2022 Classification Denoising
Code Code Available OSN Dashboard Tool For Sentiment Analysis Jun 14, 2022 Classification Sentiment Analysis
— Unverified Loss Functions for Classification using Structured Entropy Jun 14, 2022 Classification
Code Code Available CNN-based Classification Framework for Lung Tissues with Auxiliary Information Jun 14, 2022 Classification Decision Making
— Unverified Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification Jun 13, 2022 Classification Decision Making
Code Code Available A universal synthetic dataset for machine learning on spectroscopic data Jun 13, 2022 BIG-bench Machine Learning Classification
Code Code Available Low-complexity deep learning frameworks for acoustic scene classification Jun 13, 2022 Acoustic Scene Classification Classification
— Unverified Fluorescence angiography classification in colorectal surgery -- A preliminary report Jun 13, 2022 Classification
— Unverified Darknet Traffic Classification and Adversarial Attacks Jun 12, 2022 Adversarial Attack BIG-bench Machine Learning
— Unverified 