Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification Jun 1, 2019 Classification Data Augmentation
Code Code Available Embedding Complementary Deep Networks for Image Classification Jun 1, 2019 Classification General Classification
— Unverified Compact Feature Learning for Multi-Domain Image Classification Jun 1, 2019 Classification domain classification
— Unverified IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition Jun 1, 2019 Classification Fine-Grained Image Classification
Code Code Available Destruction and Construction Learning for Fine-Grained Image Recognition Jun 1, 2019 Classification Fine-Grained Image Classification
Code Code Available CLAREL: Classification via retrieval loss for zero-shot learning May 31, 2019 Classification General Classification
— Unverified High Dimensional Classification via Regularized and Unregularized Empirical Risk Minimization: Precise Error and Optimal Loss May 31, 2019 Classification General Classification
— Unverified Discriminative structural graph classification May 31, 2019 Classification General Classification
— Unverified Optimized Score Transformation for Consistent Fair Classification May 31, 2019 Binary Classification Classification
— Unverified Investigating an Effective Character-level Embedding in Korean Sentence Classification May 31, 2019 Classification General Classification
Code Code Available Deep interpretable architecture for plant diseases classification May 31, 2019 Classification General Classification
Code Code Available Ordinal Regression as Structured Classification May 31, 2019 Classification General Classification
— Unverified Regression Networks for Meta-Learning Few-Shot Classification May 31, 2019 Classification Few-Shot Learning
Code Code Available Quantifying the Alignment of Graph and Features in Deep Learning May 30, 2019 Classification Deep Learning
Code Code Available Unsupervised Classification of Street Architectures Based on InfoGAN May 30, 2019 Classification General Classification
— Unverified Deep ensemble learning for Alzheimers disease classification May 30, 2019 Classification Deep Learning
— Unverified Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification May 29, 2019 Classification General Classification
— Unverified Dynamic Traffic Scene Classification with Space-Time Coherence May 29, 2019 Classification General Classification
— Unverified Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification May 29, 2019 Binary Classification Classification
— Unverified An adaptive nearest neighbor rule for classification May 29, 2019 Classification General Classification
Code Code Available Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones May 29, 2019 Classification Earth Observation
— Unverified SECRET: Semantically Enhanced Classification of Real-world Tasks May 29, 2019 Classification General Classification
— Unverified What Makes Training Multi-Modal Classification Networks Hard? May 29, 2019 Action Classification Action Recognition
Code Code Available Probabilistic Decoupling of Labels in Classification May 29, 2019 Classification General Classification
— Unverified SuperTML: Two-Dimensional Word Embedding and Transfer Learning Using ImageNet Pretrained CNN Models for the Classifications on Tabular Data May 28, 2019 Classification text-classification
— Unverified Adaptive Region Embedding for Text Classification May 28, 2019 Classification Deep Learning
— Unverified EEG-based Emotional Video Classification via Learning Connectivity Structure May 28, 2019 Classification EEG
Code Code Available Texture CNN for Histopathological Image Classification May 28, 2019 Classification General Classification
— Unverified Texture CNN for Thermoelectric Metal Pipe Image Classification May 28, 2019 Classification General Classification
— Unverified Texture Selection for Automatic Music Genre Classification May 28, 2019 Classification feature selection
Code Code Available Adversarial Robustness Guarantees for Classification with Gaussian Processes May 28, 2019 Adversarial Robustness Classification
Code Code Available A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections May 28, 2019 Classification Diagnostic
— Unverified Hallucinating Optical Flow Features for Video Classification May 28, 2019 Classification General Classification
Code Code Available Accelerating Extreme Classification via Adaptive Feature Agglomeration May 28, 2019 Classification Clustering
Code Code Available Cumulative link models for deep ordinal classification May 27, 2019 Classification General Classification
Code Code Available GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification May 27, 2019 Classification General Classification
Code Code Available Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes May 27, 2019 Classification General Classification
— Unverified Radar-based Feature Design and Multiclass Classification for Road User Recognition May 27, 2019 Binarization Classification
— Unverified Graph Neural Networks Exponentially Lose Expressive Power for Node Classification May 27, 2019 Classification General Classification
Code Code Available On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks May 27, 2019 Classification Data Augmentation
Code Code Available Breast mass classification in ultrasound based on Kendall's shape manifold May 27, 2019 Classification Feature Engineering
— Unverified Best-scored Random Forest Classification May 27, 2019 Binary Classification Classification
— Unverified Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface May 26, 2019 Brain Computer Interface Classification
— Unverified Classification Accuracy Score for Conditional Generative Models May 26, 2019 Classification General Classification
— Unverified Rearchitecting Classification Frameworks For Increased Robustness May 26, 2019 Autonomous Driving Classification
— Unverified Hyperbolic Interaction Model For Hierarchical Multi-Label Classification May 26, 2019 Classification General Classification
Code Code Available Robust Classification using Robust Feature Augmentation May 26, 2019 Binarization Classification
— Unverified SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding May 25, 2019 Classification General Classification
— Unverified Average Individual Fairness: Algorithms, Generalization and Experiments May 25, 2019 Classification Fairness
Code Code Available A Generalization Error Bound for Multi-class Domain Generalization May 24, 2019 Classification Domain Generalization
— Unverified 