Object Classification

Paper Group ANR 443

October 18, 2019

Predictive Embeddings for Hate Speech Detection on Twitter. A corpus of precise natural textual entailment problems. Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. The Relevance of Text and Speech Features in Automatic Non-native English Accent Identification. Forward Amortized Inference f …

Paper Group ANR 465

October 18, 2019

A Survey on Periocular Biometrics Research. Independent Component Analysis via Energy-based and Kernel-based Mutual Dependence Measures. Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments. Expression Recognition Using the Periocular Region: A Feasibility Study. Unsupervised Learning of Shape Concepts - From Real-Wor …

Paper Group ANR 475

October 18, 2019

Envy-Free Classification. Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction with Archive. Generative Adversarial Privacy. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. Learning Scheduling Algorithms for Data Processing Clusters. Towards a Fatality-A …

Paper Group ANR 537

October 18, 2019

A New Method for the Semantic Integration of Multiple OWL Ontologies using Alignments. Kernel Transformer Networks for Compact Spherical Convolution. First-order Adversarial Vulnerability of Neural Networks and Input Dimension. Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit. Handwriting Recognition in Lo …

Paper Group ANR 604

October 18, 2019

Self-Organization and Artificial Life: A Review. A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation. Linear Independent Component Analysis over Finite Fields: Algorithms and Bounds. Color Image Enhancement Method Based on Weighted Image Guided Filtering. Stochastic Gradient Descent with Exponential Convergence …

Paper Group ANR 646

October 18, 2019

Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective. Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors. Improved Fourier Mellin Invariant for Robust Rotation Estimation with Omni-cameras. Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applicatio …

Paper Group ANR 715

October 17, 2019

Gated Recurrent Networks for Seizure Detection. Collective decision for open set recognition. Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder. Saliency Guided Hierarchical Robust Visual Tracking. Shallow Cue Guided Deep Visual Tracking via Mixed Models. Capturing Variabilities from Computed …

Paper Group ANR 723

October 17, 2019

A Polynomial Time Subsumption Algorithm for Nominal Safe $\mathcal{ELO}_\bot$ under Rational Closure. Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development. SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection. Practical Bayesian Learning of Neural Networks via Adaptive …

Paper Group ANR 730

October 17, 2019

Finite Query Answering in Expressive Description Logics with Transitive Roles. An Optimized Architecture for Unpaired Image-to-Image Translation. A Restricted-Domain Dual Formulation for Two-Phase Image Segmentation. Utilizing Semantic Visual Landmarks for Precise Vehicle Navigation. Superconducting Optoelectronic Neurons III: Synaptic Plasticity. …

Paper Group ANR 827

October 17, 2019

Improving Adversarial Robustness by Encouraging Discriminative Features. PACO: Global Signal Restoration via PAtch COnsensus. Deep Unsupervised Learning of Visual Similarities. Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models. On the scaling of polynomial features for representation matching. Learning to T …

Paper Group ANR 835

October 17, 2019

Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems. An Explicit Convergence Rate for Nesterov’s Method from SDP. Selected Qualitative Spatio-temporal Calculi Developed for Constraint Reasoning: A Review. A database linking piano and orchestral MIDI scores with application to automatic projective orchestra …

Paper Group ANR 871

October 17, 2019

Socioeconomic Dependencies of Linguistic Patterns in Twitter: A Multivariate Analysis. Training Multi-layer Spiking Neural Networks using NormAD based Spatio-Temporal Error Backpropagation. PromID: human promoter prediction by deep learning. Multiple Instance Learning for ECG Risk Stratification. A Multiclass Multiple Instance Learning Method with …

Paper Group ANR 955

October 17, 2019

3D Face Hallucination from a Single Depth Frame. SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination. A Bandit Approach to Multiple Testing with False Discovery Control. Face hallucination using cascaded super-resolution and identity priors. A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Gen …

Paper Group ANR 1026

October 16, 2019

A theoretical framework for deep locally connected ReLU network. Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction. Human Indignity: From Legal AI Personhood to Selfish Memes. Density-Adaptive Kernel based Re-Ranking for Person Re-Identification. Infrared Safety of a Neural-Net Top Taggin …

Paper Group ANR 1065

October 16, 2019

The Everlasting Database: Statistical Validity at a Fair Price. BELIEF: A distance-based redundancy-proof feature selection method for Big Data. Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rényi Graphs. Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network. Overparameterized …

Paper Group ANR 1077

October 16, 2019

Algoritmos Genéticos Aplicado ao Problema de Roteamento de Veículos. Crossbar-aware neural network pruning. Subspace Clustering through Sub-Clusters. Maize Haploid Identification via LSTM-CNN and Hyperspectral Imaging Technology. Building Function Approximators on top of Haar Scattering Networks. Reasons and Means to Model Preferences as Incomplete …

Paper Group ANR 1078

October 16, 2019

Federated Learning with Non-IID Data. MAGAN: Aligning Biological Manifolds. Meta-Embedding as Auxiliary Task Regularization. A Deep Neural Network Sentence Level Classification Method with Context Information. A Hybrid Instance-based Transfer Learning Method. Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. Self …

Paper Group NANR 27

October 16, 2019

Visualizing the ``Dictionary of Regionalisms of France’’ (DRF). BrainT at IEST 2018: Fine-tuning Multiclass Perceptron For Implicit Emotion Classification. Evaluation of Dictionary Creating Methods for Finno-Ugric Minority Languages. Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus. An Annotation L …

Paper Group NANR 103

October 15, 2019

Deep Homogeneous Mixture Models: Representation, Separation, and Approximation. Cross-Pair Text Representations for Answer Sentence Selection. DFT-based Transformation Invariant Pooling Layer for Visual Classification. Scale-Awareness of Light Field Camera based Visual Odometry. Transfer and Multi-Task Learning for Noun–Noun Compound Interpretatio …

Paper Group NANR 93

October 15, 2019

Transfer Learning on Manifolds via Learned Transport Operators. The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling. Training deep learning based denoisers without ground truth data. Stacked Latent Attention for Multimodal Reasoning. Causality Analysis of Twitter Sentiments and Stock Market Returns. …

Paper Group NANR 99

October 15, 2019

SNAG: Spoken Narratives and Gaze Dataset. ISNN: Impact Sound Neural Network for Audio-Visual Object Classification. Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks. Multi-Module Recurrent Neural Networks with Transfer Learning. Avoiding degradation in deep feed-forward networks by phasing o …