A Distributionally Robust Approach to Fair Classification Jul 18, 2020 Classification Fairness
— Unverified Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification Jul 18, 2020 Classification General Classification
— Unverified MIX'EM: Unsupervised Image Classification using a Mixture of Embeddings Jul 18, 2020 Classification Clustering
— Unverified FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Jul 18, 2020 Classification Gender Classification
— Unverified A Technical Report for VIPriors Image Classification Challenge Jul 17, 2020 Classification Ensemble Learning
— Unverified Impact of base dataset design on few-shot image classification Jul 17, 2020 Classification Few-Shot Image Classification
— Unverified Adaptive Task Sampling for Meta-Learning Jul 17, 2020 Classification General Classification
— Unverified Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification Jul 17, 2020 Classification General Classification
Code Code Available Visual Explanation for Identification of the Brain Bases for Dyslexia on fMRI Data Jul 17, 2020 BIG-bench Machine Learning Classification
— Unverified Understanding and Diagnosing Vulnerability under Adversarial Attacks Jul 17, 2020 Classification Diagnostic
— Unverified MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks Jul 16, 2020 Classification General Classification
— Unverified Camera Bias in a Fine Grained Classification Task Jul 16, 2020 Classification General Classification
— Unverified Conformal Rule-Based Multi-label Classification Jul 16, 2020 Classification Conformal Prediction
— Unverified Layer-Wise Adaptive Updating for Few-Shot Image Classification Jul 16, 2020 Classification Few-Shot Image Classification
— Unverified Evaluation of Neural Network Classification Systems on Document Stream Jul 15, 2020 Classification Document Classification
— Unverified An Ensemble of Convolutional Neural Networks for Audio Classification Jul 15, 2020 Audio Classification Classification
— Unverified Multimodal Word Sense Disambiguation in Creative Practice Jul 15, 2020 Classification Descriptive
Code Code Available Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect Jul 15, 2020 Classification General Classification
Code Code Available The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs Jul 15, 2020 Binary Classification Classification
— Unverified Proof of Concept: Automatic Type Recognition Jul 15, 2020 Classification General Classification
— Unverified SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks Jul 14, 2020 Classification General Classification
— Unverified Adversarial Examples and Metrics Jul 14, 2020 Classification General Classification
— Unverified Adversarial Attacks against Neural Networks in Audio Domain: Exploiting Principal Components Jul 14, 2020 Classification General Classification
— Unverified Learning and Exploiting Interclass Visual Correlations for Medical Image Classification Jul 13, 2020 Classification General Classification
— Unverified Gender Classification and Bias Mitigation in Facial Images Jul 13, 2020 Classification Gender Classification
— Unverified Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks Jul 13, 2020 Classification General Classification
— Unverified Embedded Deep Bilinear Interactive Information and Selective Fusion for Multi-view Learning Jul 13, 2020 Classification General Classification
— Unverified GeoStat Representations of Time Series for Fast Classification Jul 13, 2020 Classification Dynamic Time Warping
— Unverified Entanglement and Tensor Networks for Supervised Image Classification Jul 12, 2020 BIG-bench Machine Learning Classification
— Unverified Fruit classification using deep feature maps in the presence of deceptive similar classes Jul 12, 2020 Classification General Classification
— Unverified A Comparative Study on Polyp Classification using Convolutional Neural Networks Jul 12, 2020 Classification General Classification
— Unverified Visualizing Classification Structure of Large-Scale Classifiers Jul 12, 2020 Classification General Classification
Code Code Available Transfer learning extensions for the probabilistic classification vector machine Jul 11, 2020 Classification General Classification
— Unverified Usefulness of interpretability methods to explain deep learning based plant stress phenotyping Jul 11, 2020 Classification General Classification
— Unverified Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Jul 11, 2020 Classification Data Poisoning
— Unverified M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification Jul 11, 2020 Classification Data Augmentation
— Unverified Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-Embedding Jul 11, 2020 Classification Few-Shot Learning
— Unverified Affine Non-negative Collaborative Representation Based Pattern Classification Jul 10, 2020 Benchmarking Classification
Code Code Available Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images Jul 10, 2020 Classification General Classification
— Unverified Robust Classification under Class-Dependent Domain Shift Jul 10, 2020 Classification General Classification
— Unverified To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection Jul 10, 2020 Classification General Classification
— Unverified Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset Jul 9, 2020 Classification General Classification
— Unverified StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification Jul 9, 2020 Classification Data Augmentation
Code Code Available GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification Jul 9, 2020 Automatic Sleep Stage Classification Classification
Code Code Available Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation Jul 9, 2020 Active Learning Classification
— Unverified A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces Jul 8, 2020 Classification General Classification
— Unverified Teaching the Foundations of Machine Learning with Candy Jul 8, 2020 BIG-bench Machine Learning Classification
— Unverified Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment Jul 8, 2020 Anatomy Classification
— Unverified Robust Bayesian Classification Using an Optimistic Score Ratio Jul 8, 2020 Binary Classification Classification
Code Code Available Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis Jul 7, 2020 Classification Diagnostic
Code Code Available 