data science

Paper Group AWR 3

Paper Group AWR 3

July 30, 2019

Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions. ReBNet: Residual Binarized Neural Network. A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions. Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis. Adversarial PoseNet: A …
Paper Group AWR 39

Paper Group AWR 39

July 30, 2019

Adaptation to criticality through organizational invariance in embodied agents. Model-Free Renewable Scenario Generation Using Generative Adversarial Networks. Paraphrasing verbal metonymy through computational methods. Multi-Context Attention for Human Pose Estimation. Real-time deep hair matting on mobile devices. Information-Flow Matting. Integr …
Paper Group AWR 76

Paper Group AWR 76

July 30, 2019

Designing and building the mlpack open-source machine learning library. Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling. LSTM Pose Machines. A Batch Learning Framework for Scalable Personalized Ranking. How consistent is my model with the data? Information-Theoretic Model Check. The implementation of a Deep Recur …
Paper Group ANR 103

Paper Group ANR 103

July 29, 2019

Swarm Intelligence in Semi-supervised Classification. Semi-automatic definite description annotation: a first report. Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge. Model Distillation with Knowledge Transfer from Face Classification to Alignment and Verification. Risk Stratification of Lung Nodules Us …
Paper Group ANR 105

Paper Group ANR 105

July 29, 2019

Capturing the diversity of biological tuning curves using generative adversarial networks. A Formal Characterization of the Local Search Topology of the Gap Heuristic. Automatic Selection of t-SNE Perplexity. Unsupervised Learning for Color Constancy. Adaptive Estimation in Structured Factor Models with Applications to Overlapping Clustering. The I …
Paper Group ANR 111

Paper Group ANR 111

July 29, 2019

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. Contextual Explanation Networks. Why are Big Data Matrices Approximately Low Rank?. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping. A Deep L …
Paper Group ANR 146

Paper Group ANR 146

July 29, 2019

Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. Greedy Structure Learning of Hierarchical Compositional Models. Technical Report: …
Paper Group ANR 19

Paper Group ANR 19

July 29, 2019

Folding membrane proteins by deep transfer learning. Joint Positioning and Radio Map Generation Based on Stochastic Variational Bayesian Inference for FWIPS. Two Hilbert schemes in computer vision. 3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. Complex Event Recognition from Images with Few Training Examples. Supervised Quantile Nor …
Paper Group ANR 25

Paper Group ANR 25

July 29, 2019

Deep Detection of People and their Mobility Aids for a Hospital Robot. Contour and Centreline Tracking of Vessels from Angiograms using the Classical Image Processing Techniques. Learning to Learn from Weak Supervision by Full Supervision. Learning Relevant Features of Data with Multi-scale Tensor Networks. Exploiting the potential of unlabeled end …
Paper Group ANR 27

Paper Group ANR 27

July 29, 2019

Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks. Fast Singular Value Shrinkage with Chebyshev Polynomial Approximation Based on Signal Sparsity. Machine Learning with World Knowledge: The Position and Survey. PSO-Optimized Hopfield Neural Network-Based Multipath Routing for Mobile Ad-hoc Networks …
Paper Group ANR 4

Paper Group ANR 4

July 29, 2019

Detection of Block-Exchangeable Structure in Large-Scale Correlation Matrices. Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments. Where Classification Fails, Interpretation Rises. Dynamic Fusion Networks for Machine Reading Comprehension. Towards Unsupervised Weed Scouting for Agricultural Robotics. Netw …
Paper Group ANR 41

Paper Group ANR 41

July 29, 2019

Clustering Small Samples with Quality Guarantees: Adaptivity with One2all pps. Contemporary machine learning: a guide for practitioners in the physical sciences. Context-Aware Semantic Inpainting. A Digital Fuzzy Edge Detector for Color Images. UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. Pa …
Paper Group ANR 56

Paper Group ANR 56

July 29, 2019

Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit. Correlation Alignment by Riemannian Metric for Domain Adaptation. Semantic Photometric Bundle Adjustment on Natural Sequences. Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. Contracting Nonlinear Observ …
Paper Group ANR 61

Paper Group ANR 61

July 29, 2019

Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation. nuts-flow/ml: data pre-processing for deep learning. Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos. Conditional generation of multi-modal data using constrained embedding space mapping. A Data Science Approach to Understanding Resi …
Paper Group ANR 72

Paper Group ANR 72

July 29, 2019

A New Urban Objects Detection Framework Using Weakly Annotated Sets. Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. Measuring Catastrophic Forgetting in Neural Networks. KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. ROAD: Reality Oriented Adaptation for Sema …
Paper Group ANR 99

Paper Group ANR 99

July 29, 2019

Stem-ming the Tide: Predicting STEM attrition using student transcript data. Adversarial and Clean Data Are Not Twins. EMFET: E-mail Features Extraction Tool. Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs). fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs. Discovering Potential Correl …
Paper Group AWR 130

Paper Group AWR 130

July 29, 2019

Zoom Out-and-In Network with Recursive Training for Object Proposal. Structured Attentions for Visual Question Answering. Multilingual Hierarchical Attention Networks for Document Classification. Neural Ctrl-F: Segmentation-free Query-by-String Word Spotting in Handwritten Manuscript Collections. On the Automatic Generation of Medical Imaging Repor …
Paper Group AWR 77

Paper Group AWR 77

July 29, 2019

Bayesian Cluster Enumeration Criterion for Unsupervised Learning. BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet. Developing a comprehensive framework for multimodal feature extraction. A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. Towards Alzheimer’s Disease Classification throug …
Paper Group ANR 185

Paper Group ANR 185

July 28, 2019

Pyramid Vector Quantization for Deep Learning. A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks. Large-Scale Domain Adaptation via Teacher-Student Learning. Learning to Embed Words in Context for Syntactic Tasks. Simplified Long Short-term Memory Recurrent Neural Networks: part II. Machine Learning Approac …
Paper Group ANR 199

Paper Group ANR 199

July 28, 2019

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation. Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection. Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis. Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery. Do Neural Nets Learn Statistical Laws behind Natura …
Paper Group ANR 212

Paper Group ANR 212

July 28, 2019

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion. Learning Latent Representations for Speech Generation and Transformation. Towards Proof Synthesis Guided by Neural Machine Translation for Intuitionistic Propositional Logic. A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervi …
Paper Group ANR 242

Paper Group ANR 242

July 28, 2019

Discriminative Block-Diagonal Representation Learning for Image Recognition. Learning Correspondence Structures for Person Re-identification. Uncovering Group Level Insights with Accordant Clustering. SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. On the convergence properties of a $K$-step averaging …
Paper Group ANR 268

Paper Group ANR 268

July 28, 2019

Zone-based Keyword Spotting in Bangla and Devanagari Documents. Authorship Analysis of Xenophon’s Cyropaedia. Answer Set Programming for Non-Stationary Markov Decision Processes. Organic Computing in the Spotlight. On the Global-Local Dichotomy in Sparsity Modeling. Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. T …
Paper Group ANR 285

Paper Group ANR 285

July 28, 2019

Optimal Resource Allocation in Distributed Broadband Wireless Communication Systems. Projection Free Rank-Drop Steps. Modeling the dynamics of domain specific terminology in diachronic corpora. Note on Evolution and Forecasting of Requirements: Communications Example. Predictive Liability Models and Visualizations of High Dimensional Retail Employe …
Paper Group ANR 294

Paper Group ANR 294

July 28, 2019

Slim Embedding Layers for Recurrent Neural Language Models. SAGA: A Submodular Greedy Algorithm For Group Recommendation. T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System. Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels. Spectral-graph Based Classifications: Linear Regression for Classifi …
Paper Group ANR 326

Paper Group ANR 326

July 28, 2019

An affective computational model for machine consciousness. A visual search engine for Bangladeshi laws. Solving Equations of Random Convex Functions via Anchored Regression. Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. What Words Do We Use to Lie?: Word Choice in Deceptive …
Paper Group ANR 331

Paper Group ANR 331

July 28, 2019

Automatic Curation of Golf Highlights using Multimodal Excitement Features. A study of existing Ontologies in the IoT-domain. A Bimodal Network Approach to Model Topic Dynamics. Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. Achieving non-discrimination in prediction. Comparison of Modified Kneser- …
Paper Group ANR 395

Paper Group ANR 395

July 28, 2019

Does Weather Matter? Causal Analysis of TV Logs. Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world. A Method for Determining Weights of Criterias and Alternative of Fuzzy Group Decision Making Problem. A proposal for ethically traceable artificial intelligence. Learning Independent Causal Mechanisms. Learnin …