Scene Understanding

Paper Group ANR 160

October 19, 2019

Reasoning with Justifiable Exceptions in Contextual Hierarchies (Appendix). A Polynomial-time Fragment of Epistemic Probabilistic Argumentation (Technical Report). From Trailers to Storylines: An Efficient Way to Learn from Movies. Pattern Dependence Detection using n-TARP Clustering. Empirical Evaluation of Contextual Policy Search with a Comparis …

Paper Group ANR 182

October 19, 2019

Detecting and Explaining Drifts in Yearly Grant Applications. Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics. How Complex is your classification problem? A survey on measuring classification complexity. eCommerceGAN : A Generative Adversarial Network for E-commerce. Post-prognostics decision in Cyber-Physical Sy …

Paper Group ANR 277

October 19, 2019

Low-Latency Neural Speech Translation. Long-time predictive modeling of nonlinear dynamical systems using neural networks. Accurate brain extraction using Active Shape Model and Convolutional Neural Networks. Multiple Models for Recommending Temporal Aspects of Entities. A pooling based scene text proposal technique for scene text reading in the wi …

Paper Group ANR 294

October 19, 2019

A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds. Deep Theory of Functional Connections: A New Method for Estimating the Solutions of PDEs. Neural Ranking Models for Temporal Dependency Structure Parsing. Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in C …

Paper Group ANR 341

October 19, 2019

A Neurobiologically Motivated Analysis of Distributional Semantic Models. Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data. Breast Cancer Diagnosis via Classification Algorithms. Representational efficiency outweighs action efficiency in human program induction. Visual Memory for Robust Path Following. Decision Support System fo …

Paper Group ANR 373

October 19, 2019

Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis – A Review. Face Hallucination Revisited: An Exploratory Study on Dataset Bias. Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement. Learning random points from geometric graphs or orderings. Unifying Bilateral Filtering and Adversa …

Paper Group ANR 417

October 18, 2019

Streaming Network Embedding through Local Actions. VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry. Generalization and Expressivity for Deep Nets. Long-term Visual Localization using Semantically Segmented Images. Orthogonal Policy Gradient and Autonomous Driving Application. Robustness Meets Deep Learning: An End-t …

Paper Group ANR 454

October 18, 2019

Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering. Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension. Building a Neural Semantic Parser from a Domain Ontology. Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes. Self-Su …

Paper Group ANR 473

October 18, 2019

Classification of lung nodules in CT images based on Wasserstein distance in differential geometry. Graph Laplacian mixture model. Learning Concept Abstractness Using Weak Supervision. From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. Deep neural networks algorithms for stochastic control problems on …

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 476

October 18, 2019

Learning Scene Gist with Convolutional Neural Networks to Improve Object Recognition. Learning in POMDPs with Monte Carlo Tree Search. 3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies. The State of the Art in Integrating Machine Learning into Visual Analytics. Adaptive User-Oriented Direct Load-Control of Resid …

Paper Group ANR 477

October 18, 2019

Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network. Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. Towards Unsupervised Automatic Speech Recognition Trained b …

Paper Group ANR 495

October 18, 2019

Dexterous Manipulation with Deep Reinforcement Learning: Efficient, General, and Low-Cost. Neural Nets via Forward State Transformation and Backward Loss Transformation. Learning Generic Diffusion Processes for Image Restoration. Move Forward and Tell: A Progressive Generator of Video Descriptions. VADRA: Visual Adversarial Domain Randomization and …

Paper Group ANR 506

October 18, 2019

Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection. A Bayesian Model for Activities Recommendation and Event Structure Optimization Using Visitors Tracking. Neural Architecture Search: A Survey. Variance Suppression: Balanced Training Process in Deep Learning. Comparison of Semantic Segmentation Approaches for Horizon/Sky Line …

Paper Group ANR 515

October 18, 2019

Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks. Diagnostics in Semantic Segmentation. Robbins-Monro conditions for persistent exploration learning strategies. Explaining the Unique Nature of Individual Gait Patterns with Deep Learning. Multiple Measurement Vectors Problem: A Decoupling Property and its App …

Paper Group ANR 545

October 18, 2019

Anomaly Detection and Localization in Crowded Scenes by Motion-field Shape Description and Similarity-based Statistical Learning. A Survey of Deep Facial Attribute Analysis. Guided Proceduralization: Optimizing Geometry Processing and Grammar Extraction for Architectural Models. Zero-shot Transfer Learning for Semantic Parsing. Fully Scalable Gauss …

Paper Group ANR 632

October 18, 2019

Robust and Sparse Regression in GLM by Stochastic Optimization. Low-Dose CT via Deep CNN with Skip Connection and Network in Network. Nonparametric Density Estimation under Adversarial Losses. contextual: Evaluating Contextual Multi-Armed Bandit Problems in R. Supervising Nyström Methods via Negative Margin Support Vector Selection. Counterfactual …

Paper Group ANR 699

October 17, 2019

Self-Net: Lifelong Learning via Continual Self-Modeling. LMap: Shape-Preserving Local Mappings for Biomedical Visualization. Curvature-based Comparison of Two Neural Networks. Automated detection and segmentation of non-mass enhancing breast tumors with dynamic contrast-enhanced magnetic resonance imaging. A Univariate Bound of Area Under ROC. Grap …

Paper Group ANR 700

October 17, 2019

Doubly Semi-Implicit Variational Inference. Stereo obstacle detection for unmanned surface vehicles by IMU-assisted semantic segmentation. Three for one and one for three: Flow, Segmentation, and Surface Normals. Low-Latency Human Action Recognition with Weighted Multi-Region Convolutional Neural Network. Neural Architecture Search Over a Graph Sea …

Paper Group ANR 753

October 17, 2019

Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms. Security Consideration For Deep Learning-Based Image Forensics. Chemical Structure Elucidation from Mass Spectrometry by Matching Substructures. A Neural Model of Adaptation in Reading. Legible Normativity for AI Alignment: The Value of Silly Rules. Robust Deformati …

Paper Group ANR 772

October 17, 2019

Informing Artificial Intelligence Generative Techniques using Cognitive Theories of Human Creativity. Contextual Care Protocol using Neural Networks and Decision Trees. Understanding Convolutional Neural Networks with Information Theory: An Initial Exploration. PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization. Leveraging M …

Paper Group ANR 793

October 17, 2019

Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras. Explaining Away Syntactic Structure in Semantic Document Representations. Recent Developments from Attribute Profiles for Remote Sensing Image Classification. A Regularized Attention Mechanism for Graph Attention Networks. IR2VI: Enhanced Night Environmental Perce …

Paper Group ANR 814

October 17, 2019

Agent cognition through micro-simulations: Adaptive and tunable intelligence with NetLogo LevelSpace. Learning Confidence Sets using Support Vector Machines. Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning. Self-organizing maps and generalization: an algorithmic description of Numerosity and Variability Effects. Eliminat …

Paper Group ANR 830

October 17, 2019

Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks. Learning and Matching Multi-View Descriptors for Registration of Point Clouds. On Improving Deep Reinforcement Learning for POMDPs. R$^3$SGM: Real-time Raster-Respecting Semi-Global Matching for Power-Constrained Systems. Designing Artificial Cognitive Archite …

Paper Group ANR 853

October 17, 2019

Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance. Automatic Identification of Arabic expressions related to future events in Lebanon’s economy. Designing the Game to Play: Optimizing Payoff Structure in Security Games. Generation Meets Recommendation: Proposing Novel Items for Groups of U …

Paper Group ANR 1010

October 16, 2019

Real-time Road Traffic Information Detection Through Social Media. Examining the Tip of the Iceberg: A Data Set for Idiom Translation. Understanding the Importance of Single Directions via Representative Substitution. Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks. Automatic Language Identification for Romance La …

Paper Group ANR 1033

October 16, 2019

Graph networks as learnable physics engines for inference and control. Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose”. Reasoning About Physical Interactions with Object-Oriented Prediction and Planning. DeepMood: Modeling Mobile Phon …

Paper Group ANR 1047

October 16, 2019

Transformationally Identical and Invariant Convolutional Neural Networks by Combining Symmetric Operations or Input Vectors. GhostVLAD for set-based face recognition. Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. Inferring the ground truth through crowdsourcing. Fading of collective attention shapes the ev …