Scene Text Detection

Paper Group AWR 119

October 21, 2019

Structured Interpretation of Temporal Relations. Scene Text Detection and Recognition: The Deep Learning Era. On the Dimensionality of Word Embedding. CFENet: An Accurate and Efficient Single-Shot Object Detector for Autonomous Driving. Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components. Lovasz Con …

Paper Group AWR 136

October 21, 2019

Compressing physical properties of atomic species for improving predictive chemistry. Data-efficient Neuroevolution with Kernel-Based Surrogate Models. RoadTracer: Automatic Extraction of Road Networks from Aerial Images. Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or Female. Detail-Preserving Pooling in Deep Networks. …

Paper Group AWR 137

October 21, 2019

MRI Tumor Segmentation with Densely Connected 3D CNN. A new robust feature selection method using variance-based sensitivity analysis. Fact Checking in Community Forums. DropBlock: A regularization method for convolutional networks. A Study into the similarity in generator and discriminator in GAN architecture. Multilevel Wavelet Decomposition Netw …

Paper Group AWR 147

October 21, 2019

Document Informed Neural Autoregressive Topic Models. Pose-Driven Deep Models for Person Re-Identification. Recursive Visual Attention in Visual Dialog. Spatial Deep Learning for Wireless Scheduling. Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. ODSQA: Open-domain Spoken Question Answering Dataset. Variational Le …

Paper Group AWR 16

October 21, 2019

Novel Prediction Techniques Based on Clusterwise Linear Regression. Multitask Learning for Fundamental Frequency Estimation in Music. QuaterNet: A Quaternion-based Recurrent Model for Human Motion. Quantizing deep convolutional networks for efficient inference: A whitepaper. Deep Reinforcement Learning for Event-Triggered Control. RTSeg: Real-time …

Paper Group AWR 19

October 21, 2019

Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality. DeepAffinity: Interpretable Deep Learning of Compound-Protein Affinity through Unified Recurrent and Convolutional Neural Networks. Deep Knockoffs. Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Ne …

Paper Group AWR 7

October 21, 2019

Learning Multiplication-free Linear Transformations. iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection. URSA: A Neural Network for Unordered Point Clouds Using Constellations. Learning Permutations with Sinkhorn Policy Gradient. Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Netwo …

Paper Group AWR 9

October 21, 2019

Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities. Insect cyborgs: Bio-mimetic feature generators improve machine learning accuracy on limited data. Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes. Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur …

Paper Group ANR 26

October 20, 2019

On the Conditional Logic of Simulation Models. Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines. A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks. AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference. Intertwiners between Induced Representations (with Applications to …

Paper Group AWR 188

October 20, 2019

Triple consistency loss for pairing distributions in GAN-based face synthesis. Batch Active Preference-Based Learning of Reward Functions. Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer’s Disease. Structured Content Preservation for Unsupervised Text Style Transfer. AutoZOOM: Autoencoder …

Paper Group AWR 223

October 20, 2019

A linear time method for the detection of point and collective anomalies. Visual Global Localization with a Hybrid WNN-CNN Approach. Simple Models for Word Formation in English Slang. Scalable Spectral Clustering Using Random Binning Features. Scene Text Detection with Supervised Pyramid Context Network. HyperDense-Net: A hyper-densely connected CN …

Paper Group AWR 229

October 20, 2019

Numerical Coordinate Regression with Convolutional Neural Networks. Constructing Unrestricted Adversarial Examples with Generative Models. PointPillars: Fast Encoders for Object Detection from Point Clouds. Learning to Design RNA. Semantic Adversarial Examples. Classification is a Strong Baseline for Deep Metric Learning. Isospectralization, or how …

Paper Group AWR 327

October 20, 2019

Relay: A New IR for Machine Learning Frameworks. Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce. Cold-start recommendations in Collective Matrix Factorization. CornerNet: Detecting Objects as Paired Keypoints. Compact Policies for Fully-Observable Non-Deterministic Planning as SAT. SpiderCNN: Deep Learning on Point Sets …

Paper Group ANR 221

October 19, 2019

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. Learning and Inferring Movement with Deep Generative Model. Multi-Scale Structure-Aware Network for Human Pose Estimation. The Case for Automatic Database Administration using Deep Reinforcement Learning. Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architec …

Paper Group ANR 309

October 19, 2019

Approaches for Enriching and Improving Textual Knowledge Bases. On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent. Functionality-Oriented Convolutional Filter Pruning. Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering. A Provably Correct Algorithm for Deep Learning that A …

Paper Group ANR 600

October 18, 2019

FUNN: Flexible Unsupervised Neural Network. Confidence Inference for Focused Learning in Stereo Matching. Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. Correlation Propagation Networks for Scene Text Detection. Embedding Learning Through Multilingual Concept Induction. QADiver: Interactive Framework for Diagnosin …

Paper Group ANR 601

October 18, 2019

An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches. Model-based active learning to detect isometric deformable objects in the wild with deep architectures. Reservoir Computing Universality With Stochastic Inputs. Learning Paths from Signature Tensors. Tourist Navigation in Android Smartphone by using Emotion Gen …

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 848

October 17, 2019

Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning. Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting. Preventing Unnecessary Groundings in the Lifte …

Paper Group ANR 1041

October 16, 2019

Advances of Scene Text Datasets. Learning to Recognize Discontiguous Entities. RedSync : Reducing Synchronization Traffic for Distributed Deep Learning. Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector. Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score …

Paper Group ANR 1045

October 16, 2019

Cross-lingual Semantic Parsing. Hierarchical Selective Recruitment in Linear-Threshold Brain Networks – Part I: Single-Layer Dynamics and Selective Inhibition. Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data. Gender Bias in Neural Natural Language Processing. Predicting the Future with Transformational State …

Paper Group ANR 996

October 16, 2019

Interlinked Convolutional Neural Networks for Face Parsing. Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes. Combining Textual Content and Structure to Improve Dialog Similarity. Solving Large Sequential Games with the Excessive Gap Technique. An FPGA-based Massively Parallel Neuromorphic Cortex Simulator. Multifunctionality …

Paper Group NANR 6

October 16, 2019

Attentional ShapeContextNet for Point Cloud Recognition. Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders. Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018). CNN for Text-Based Multiple Choice Question Answering. Free Supervision From Video Games. A closer look at the word anal …