Uncertainty Calibration for Deep Audio Classifiers Jun 27, 2022 Audio Classification Classification
Code Code Available Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective Jun 26, 2022 Accented Speech Recognition Classification
— Unverified Binary and Multinomial Classification through Evolutionary Symbolic Regression Jun 25, 2022 Classification regression
— Unverified Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images Jun 24, 2022 Classification Long-tail Learning
Code Code Available Multimodal sensor data fusion for in-situ classification of animal behavior using accelerometry and GNSS data Jun 24, 2022 Classification
Code Code Available MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation Jun 24, 2022 Classification Data Augmentation
— Unverified Self Supervised Learning for Few Shot Hyperspectral Image Classification Jun 24, 2022 Classification Deep Learning
— Unverified Proposal and Verification of Novel Machine Learning on Classification Problems Jun 23, 2022 BIG-bench Machine Learning Classification
— Unverified Patient Aware Active Learning for Fine-Grained OCT Classification Jun 23, 2022 Active Learning Classification
— Unverified A novel adversarial learning strategy for medical image classification Jun 23, 2022 Classification Generative Adversarial Network
— Unverified Few-Shot Non-Parametric Learning with Deep Latent Variable Model Jun 23, 2022 Classification image-classification
— Unverified A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors Jun 22, 2022 Classification EEG
— Unverified Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks Jun 22, 2022 Bilevel Optimization Classification
Code Code Available Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming Jun 22, 2022 Autonomous Driving 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 Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective Jun 21, 2022 Classification Graph Classification
— Unverified Open Set Classification of Untranscribed Handwritten Documents Jun 20, 2022 Classification open-set classification
— Unverified 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 ResNet attention model for classifying mosquitoes from wing‑beating sounds Jun 20, 2022 Classification Data Augmentation
Code Code Available Deep reinforced active learning for multi-class image classification Jun 20, 2022 Active Learning Classification
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— 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 The Consistency of Adversarial Training for Binary Classification Jun 18, 2022 BIG-bench Machine Learning Binary Classification
— 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 Large-Margin Representation Learning for Texture Classification Jun 17, 2022 Classification Metric Learning
— Unverified Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network Jun 17, 2022 Classification Diversity
— Unverified All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) Jun 17, 2022 All Classification
— Unverified Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters Jun 17, 2022 Classification image-classification
— Unverified Towards Better Selective Classification Jun 17, 2022 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 Self-Adaptive Label Augmentation for Semi-supervised Few-shot Classification Jun 16, 2022 Classification
— Unverified Nonwords Pronunciation Classification in Language Development Tests for Preschool Children Jun 16, 2022 Classification
— Unverified Analysis and Extensions of Adversarial Training for Video Classification Jun 16, 2022 Action Recognition Adversarial Defense
Code Code Available Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures Jun 16, 2022 Classification Diagnostic
— Unverified DIALOG-22 RuATD Generated Text Detection Jun 16, 2022 Binary Classification Classification
Code Code Available Domain Generalization via Selective Consistency Regularization for Time Series Classification Jun 16, 2022 Classification Domain Generalization
— Unverified Efficient Adaptive Ensembling for Image Classification Jun 15, 2022 Classification
— Unverified Investigating Multi-Feature Selection and Ensembling for Audio Classification Jun 15, 2022 Audio Classification Classification
— Unverified Recent Advances in Scene Image Representation and Classification Jun 15, 2022 Classification image-classification
— Unverified Unsupervised multi-branch Capsule for Hyperspectral and LiDAR classification Jun 15, 2022 Classification
— Unverified OSN Dashboard Tool For Sentiment Analysis Jun 14, 2022 Classification Sentiment Analysis
— Unverified CNN-based Classification Framework for Lung Tissues with Auxiliary Information Jun 14, 2022 Classification Decision Making
— Unverified Fluorescence angiography classification in colorectal surgery -- A preliminary report Jun 13, 2022 Classification
— Unverified Low-complexity deep learning frameworks for acoustic scene classification Jun 13, 2022 Acoustic Scene Classification Classification
— Unverified A universal synthetic dataset for machine learning on spectroscopic data Jun 13, 2022 BIG-bench Machine Learning Classification
Code Code Available Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification Jun 13, 2022 Classification Decision Making
Code Code Available 