Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Jan 5, 2022 Classification image-classification
— Unverified Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification Jan 4, 2022 Classification Data Augmentation
Code Code Available Underwater Object Classification and Detection: first results and open challenges Jan 4, 2022 Classification Object
— Unverified ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling Jan 4, 2022 Classification text-classification
— Unverified A Taxonomy of Non-dictatorial Unidimensional Domains Jan 3, 2022 Classification
— Unverified Adaptive Template Enhancement for Improved Person Recognition using Small Datasets Jan 3, 2022 Classification EEG
— Unverified Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images Jan 2, 2022 Classification image-classification
— Unverified Topical Classification of Food Safety Publications with a Knowledge Base Jan 2, 2022 Classification
Code Code Available Etude de classification des bacteriophages Jan 1, 2022 Classification
— Unverified DESTR: Object Detection With Split Transformer Jan 1, 2022 Classification Decoder
— Unverified Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations Jan 1, 2022 Classification Few-Shot Image Classification
— Unverified Domain Adaptation with Category Attention Network for Deep Sentiment Analysis Dec 31, 2021 Attribute Classification
— Unverified Benign Overfitting in Adversarially Robust Linear Classification Dec 31, 2021 Classification
— Unverified Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI Dec 30, 2021 Classification Explainable artificial intelligence
Code Code Available Boosting the performance of anomalous diffusion classifiers with the proper choice of features Dec 30, 2021 Classification Task 2
— Unverified Does QA-based intermediate training help fine-tuning language models for text classification? Dec 30, 2021 Classification Question Answering
— Unverified The SAMME.C2 algorithm for severely imbalanced multi-class classification Dec 30, 2021 Classification Multi-class Classification
— Unverified RheFrameDetect: A Text Classification System for Automatic Detection of Rhetorical Frames in AI from Open Sources Dec 30, 2021 Classification text-classification
— Unverified TextRGNN: Residual Graph Neural Networks for Text Classification Dec 30, 2021 Classification Graph Neural Network
— Unverified Universal Online Learning with Bounded Loss: Reduction to Binary Classification Dec 29, 2021 Binary Classification Classification
— Unverified Implementation of Convolutional Neural Network Architecture on 3D Multiparametric Magnetic Resonance Imaging for Prostate Cancer Diagnosis Dec 29, 2021 Classification Diagnostic
— Unverified Background-aware Classification Activation Map for Weakly Supervised Object Localization Dec 29, 2021 Classification Object
Code Code Available Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation Dec 28, 2021 Brain Tumor Classification Brain Tumor Segmentation
— Unverified DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification Dec 28, 2021 Classification Domain Adaptation
— Unverified Source Feature Compression for Object Classification in Vision-Based Underwater Robotics Dec 28, 2021 Classification Feature Compression
— Unverified Self-normalized Classification of Parkinson's Disease DaTscan Images Dec 27, 2021 Classification
— Unverified ViR:the Vision Reservoir Dec 27, 2021 Classification image-classification
— Unverified A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision Dec 27, 2021 Classification Image Captioning
— Unverified A Multi-channel Training Method Boost the Performance Dec 27, 2021 Classification
— Unverified Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains Dec 27, 2021 Classification Few-Shot Learning
— Unverified An EEG-based approach for Parkinson's disease diagnosis using Capsule network Dec 27, 2021 Classification EEG
— Unverified Deep Curriculum Learning for PolSAR Image Classification Dec 26, 2021 Classification image-classification
— Unverified Acoustic scene classification using auditory datasets Dec 26, 2021 Acoustic Scene Classification Classification
Code Code Available Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems Dec 25, 2021 Binary Classification Classification
— Unverified Semantic Clustering based Deduction Learning for Image Recognition and Classification Dec 25, 2021 Classification Clustering
— Unverified Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification Dec 24, 2021 Classification zero-shot-classification
— Unverified Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification Dec 23, 2021 Classification Rumour Detection
— Unverified KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD Dec 23, 2021 Classification Multi-Label Classification
— Unverified Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation Dec 23, 2021 Classification
— Unverified Prolog-based agnostic explanation module for structured pattern classification Dec 23, 2021 Chatbot Classification
— Unverified Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition Dec 23, 2021 Classification EEG
— Unverified Multimodal Analysis of memes for sentiment extraction Dec 22, 2021 Classification
— Unverified Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations Dec 21, 2021 Audio Classification Classification
— Unverified Cross-Part Learning for Fine-Grained Image Classification Dec 21, 2021 Classification Diversity
Code Code Available Supervised Graph Contrastive Pretraining for Text Classification Dec 21, 2021 Classification Contrastive Learning
— Unverified Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems Dec 21, 2021 Classification Deep Reinforcement Learning
— Unverified Skin lesion segmentation and classification using deep learning and handcrafted features Dec 20, 2021 Classification Lesion Segmentation
— Unverified Object Recognition as Classification via Visual Properties Dec 20, 2021 Classification Object
— Unverified Data Augmentation for Mental Health Classification on Social Media Dec 19, 2021 Classification Data Augmentation
— Unverified Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces Dec 18, 2021 Classification EEG
— Unverified 