Classifier-to-Generator Attack: Estimation of Training Data Distribution from Classifier Jan 1, 2018 Classification Face Recognition
— Unverified Cheap DNN Pruning with Performance Guarantees Jan 1, 2018 Classification General Classification
— Unverified Facial emotion recognition using min-max similarity classifier Jan 1, 2018 Classification Emotion Recognition
— Unverified MACH: Embarrassingly parallel K-class classification in O(dK) memory and O(KK + dK) time, instead of O(Kd) Jan 1, 2018 Classification General Classification
— Unverified A New Method of Region Embedding for Text Classification Jan 1, 2018 Classification General Classification
Code Code Available DropMax: Adaptive Stochastic Softmax Jan 1, 2018 Classification General Classification
— Unverified Nearest Neighbour Radial Basis Function Solvers for Deep Neural Networks Jan 1, 2018 Classification General Classification
— Unverified Zero-shot Cross Language Text Classification Jan 1, 2018 Classification General Classification
— Unverified VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING Jan 1, 2018 Classification Data Augmentation
— Unverified Towards Unsupervised Classification with Deep Generative Models Jan 1, 2018 Classification Clustering
— Unverified Transfer learning for diagnosis of congenital abnormalities of the kidney and urinary tract in children based on Ultrasound imaging data Dec 31, 2017 Classification General Classification
— Unverified Objective evaluation metrics for automatic classification of EEG events Dec 29, 2017 Classification EEG
— Unverified Exploring the significance of using perceptually relevant image decolorization method for scene classification Dec 29, 2017 Classification General Classification
— Unverified Accurate Bayesian Data Classification without Hyperparameter Cross-validation Dec 28, 2017 Classification General Classification
— Unverified Large-Scale 3D Scene Classification With Multi-View Volumetric CNN Dec 26, 2017 Classification General Classification
— Unverified Building a Sentiment Corpus of Tweets in Brazilian Portuguese Dec 24, 2017 Binary Classification Classification
Code Code Available Combining Weakly and Webly Supervised Learning for Classifying Food Images Dec 23, 2017 Classification General Classification
— Unverified Music Genre Classification with Paralleling Recurrent Convolutional Neural Network Dec 22, 2017 Classification General Classification
Code Code Available Inverse Classification for Comparison-based Interpretability in Machine Learning Dec 22, 2017 BIG-bench Machine Learning Classification
Code Code Available Linear centralization classifier Dec 22, 2017 Classification General Classification
— Unverified Learning the Kernel for Classification and Regression Dec 22, 2017 Classification General Classification
— Unverified DropMax: Adaptive Variational Softmax Dec 21, 2017 Classification General Classification
Code Code Available Combining Static and Dynamic Features for Multivariate Sequence Classification Dec 20, 2017 Classification General Classification
Code Code Available Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks Dec 20, 2017 Classification General Classification
Code Code Available Discovery of Shifting Patterns in Sequence Classification Dec 19, 2017 Classification General Classification
— Unverified HotFlip: White-Box Adversarial Examples for Text Classification Dec 19, 2017 Classification General Classification
Code Code Available Learning Fixation Point Strategy for Object Detection and Classification Dec 19, 2017 Classification General Classification
— Unverified Automatic Classification of Functional Gait Disorders Dec 18, 2017 Classification General Classification
— Unverified MEBoost: Mixing Estimators with Boosting for Imbalanced Data Classification Dec 18, 2017 BIG-bench Machine Learning Classification
— Unverified A Shapelet Transform for Multivariate Time Series Classification Dec 18, 2017 Classification General Classification
— Unverified Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Dec 16, 2017 Classification General Classification
Code Code Available A Novel Approach for Effective Learning in Low Resourced Scenarios Dec 15, 2017 BIG-bench Machine Learning Classification
— Unverified Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields Dec 15, 2017 Active Learning Classification
— Unverified Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial Data Dec 14, 2017 Classification General Classification
— Unverified Exponential convergence of testing error for stochastic gradient methods Dec 13, 2017 Binary Classification Classification
— Unverified Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Dec 13, 2017 Action Classification Action Detection
Code Code Available Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks Dec 12, 2017 Classification Dimensionality Reduction
— Unverified 3D Object Classification via Spherical Projections Dec 12, 2017 3D Classification 3D Object Classification
— Unverified Identifying the Mislabeled Training Samples of ECG Signals using Machine Learning Dec 11, 2017 BIG-bench Machine Learning Classification
— Unverified Blind Multiclass Ensemble Classification Dec 8, 2017 Classification Ensemble Learning
— Unverified Basic Thresholding Classification Dec 8, 2017 Classification Face Identification
— Unverified Named Entity Sequence Classification Dec 6, 2017 Binary Classification Classification
— Unverified Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks Dec 6, 2017 Classification EEG
— Unverified What's in my closet?: Image classification using fuzzy logic Dec 5, 2017 Classification General Classification
— Unverified Successive Embedding and Classification Loss for Aerial Image Classification Dec 5, 2017 Classification Clustering
Code Code Available Object Classification using Ensemble of Local and Deep Features Dec 4, 2017 Classification General Classification
— Unverified Stochastic Maximum Likelihood Optimization via Hypernetworks Dec 4, 2017 Classification General Classification
— Unverified Raw Waveform-based Audio Classification Using Sample-level CNN Architectures Dec 4, 2017 Audio Classification Classification
— Unverified Tensor Train Neighborhood Preserving Embedding Dec 3, 2017 Classification Dimensionality Reduction
— Unverified Sentiment Classification using Images and Label Embeddings Dec 3, 2017 Classification General Classification
— Unverified 