A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets May 11, 2017 Action Classification Classification
— Unverified Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images May 10, 2017 Binary Classification Classification
— Unverified Cross-label Suppression: A Discriminative and Fast Dictionary Learning with Group Regularization May 8, 2017 Classification Computational Efficiency
— Unverified Classification and Representation via Separable Subspaces: Performance Limits and Algorithms May 7, 2017 Classification Dictionary Learning
— Unverified Deep Patch Learning for Weakly Supervised Object Classification and Discovery May 6, 2017 Classification General Classification
Code Code Available Sparse Representation-based Open Set Recognition May 6, 2017 Classification General Classification
Code Code Available Cross-lingual Distillation for Text Classification May 5, 2017 Classification General Classification
Code Code Available DeepCorrect: Correcting DNN models against Image Distortions May 5, 2017 Classification General Classification
Code Code Available On the effectiveness of feature set augmentation using clusters of word embeddings May 3, 2017 Classification Feature Engineering
— Unverified Deep Learning for Tumor Classification in Imaging Mass Spectrometry May 2, 2017 Classification Deep Learning
— Unverified Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network May 1, 2017 Classification General Classification
Code Code Available Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification Apr 30, 2017 Classification Dictionary Learning
— Unverified Scalable Twin Neural Networks for Classification of Unbalanced Data Apr 30, 2017 Classification General Classification
Code Code Available Derivation of a novel efficient supervised learning algorithm from cortical-subcortical loops Apr 28, 2017 Classification
— Unverified Deep Multi-view Models for Glitch Classification Apr 28, 2017 Classification General Classification
— Unverified Fourier-based classification of protein secondary structures Apr 28, 2017 Classification
— Unverified A Network Perspective on Stratification of Multi-Label Data Apr 27, 2017 Classification Community Detection
— Unverified Deep Text Classification Can be Fooled Apr 26, 2017 Classification General Classification
— Unverified Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models Apr 25, 2017 Change Point Detection Classification
— Unverified Introspective Classification with Convolutional Nets Apr 25, 2017 Classification General Classification
— Unverified An All-Pair Quantum SVM Approach for Big Data Multiclass Classification Apr 25, 2017 All Binary Classification
— Unverified FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification Apr 25, 2017 Classification General Classification
— Unverified Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification Apr 24, 2017 Classification General Classification
— Unverified Medical Text Classification using Convolutional Neural Networks Apr 22, 2017 Classification General Classification
— Unverified Distant Supervision for Topic Classification of Tweets in Curated Streams Apr 22, 2017 Classification General Classification
— Unverified A data set for evaluating the performance of multi-class multi-object video tracking Apr 21, 2017 Classification General Classification
— Unverified Efficient Gender Classification Using a Deep LDA-Pruned Net Apr 20, 2017 Classification Gender Classification
Code Code Available Adversarial Multi-task Learning for Text Classification Apr 19, 2017 Classification General Classification
— Unverified CNN based music emotion classification Apr 19, 2017 Classification Emotion Classification
— Unverified End-to-End Multi-View Networks for Text Classification Apr 19, 2017 Classification General Classification
— Unverified Pattern Recognition using Artificial Immune System Apr 19, 2017 Classification General Classification
— Unverified Semi-supervised classification for dynamic Android malware detection Apr 19, 2017 Android Malware Detection Classification
— Unverified HPSLPred: An Ensemble Multi-label Classifier for Human Protein Subcellular Location Prediction with Imbalanced Source Apr 18, 2017 Classification General Classification
— Unverified Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification Apr 15, 2017 Classification Fine-Grained Image Classification
— Unverified Classifications of Innovations Survey and Future Directions Apr 14, 2017 Classification Management
— Unverified Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks Apr 13, 2017 Classification Earth Observation
— Unverified Deep Extreme Multi-label Learning Apr 12, 2017 Classification Extreme Multi-Label Classification
Code Code Available Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction Apr 12, 2017 Classification General Classification
— Unverified Unsupervised part learning for visual recognition Apr 12, 2017 Classification General Classification
— Unverified Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark Apr 12, 2017 3D Point Cloud Classification Classification
Code Code Available Persian Wordnet Construction using Supervised Learning Apr 11, 2017 Classification General Classification
— Unverified Improving Pairwise Ranking for Multi-label Image Classification Apr 11, 2017 Classification General Classification
Code Code Available Active classification with comparison queries Apr 11, 2017 Active Learning Classification
— Unverified Feature Selection Parallel Technique for Remotely Sensed Imagery Classification Apr 11, 2017 Classification feature selection
— Unverified ActionVLAD: Learning spatio-temporal aggregation for action classification Apr 10, 2017 Action Classification Classification
— Unverified Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs Apr 10, 2017 3D Object Classification 3D Point Cloud Classification
Code Code Available Fine-graind Image Classification via Combining Vision and Language Apr 10, 2017 Attribute Classification
— Unverified An Outlyingness Matrix for Multivariate Functional Data Classification Apr 9, 2017 Classification General Classification
— Unverified Enhancing Robustness of Machine Learning Systems via Data Transformations Apr 9, 2017 BIG-bench Machine Learning Classification
— Unverified MLC Toolbox: A MATLAB/OCTAVE Library for Multi-Label Classification Apr 9, 2017 Classification Clustering
— Unverified 