object recognition

Paper Group ANR 658

January 29, 2020

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks. Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks. Super Interaction Neural Network. Domain Authoring Assistant for Intelligent Virtual Agents. An Empirical …

Paper Group ANR 661

January 29, 2020

ASP-Core-2 Input Language Format. Explainability Fact Sheets: A Framework for Systematic Assessment of Explainable Approaches. Syntactic Interchangeability in Word Embedding Models. Learning to see across Domains and Modalities. Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation. On Learning Invariant Representation for …

Paper Group ANR 664

January 29, 2020

Learning a Family of Optimal State-Feedback Controllers with Homotopy and Trajectory Optimisation. A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images. State-Regularized Recurrent Neural Networks. Embedding of FRPN in CNN architecture. DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc …

Paper Group ANR 667

January 29, 2020

$c^+$GAN: Complementary Fashion Item Recommendation. Interpretable Classification of Time-Series Data using Efficient Enumerative Techniques. Generic Prediction Architecture Considering both Rational and Irrational Driving Behaviors. GeoNet: Deep Geodesic Networks for Point Cloud Analysis. WEnets: A Convolutional Framework for Evaluating Audio Wave …

Paper Group ANR 686

January 29, 2020

A new measure of modularity density for community detection. Learning Rich Image Region Representation for Visual Question Answering. TDAPNet: Prototype Network with Recurrent Top-Down Attention for Robust Object Classification under Partial Occlusion. Overlapping community detection in networks based on link partitioning and partitioning around me …

Paper Group ANR 739

January 29, 2020

Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications. Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. Towards Automatic Bot Detection in Twitter for Health-related Tasks. Long-length Legal Document Classification. 3D Geometric salient patterns analysis on 3D meshes. …

Paper Group ANR 753

January 29, 2020

PVNet: A LRCN Architecture for Spatio-Temporal Photovoltaic PowerForecasting from Numerical Weather Prediction. Adversarial Risk via Optimal Transport and Optimal Couplings. Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction. Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder. High …

Paper Group ANR 782

January 28, 2020

Boundless: Generative Adversarial Networks for Image Extension. Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model. Sparsity Constrained Distributed Unmixing of Hyperspectral Data. Faster Unsupervised Semantic Inpainting: A GAN Based Approach. Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR …

Paper Group ANR 784

January 28, 2020

Learning to Request Guidance in Emergent Communication. Machine Learning and Big Scientific Data. Fluxonic Processing of Photonic Synapse Events. SPMF: A Social Trust and Preference Segmentation-based Matrix Factorization Recommendation Algorithm. Rotation-invariant shipwreck recognition with forward-looking sonar. Inferring Javascript types using …

Paper Group ANR 786

January 28, 2020

Replacing the do-calculus with Bayes rule. Joint group and residual sparse coding for image compressive sensing. Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. Multi-Resolution Weak Supervision for Sequential Data. Galaxy classification: A machine learning analysis of GAMA catalogue data. STEERAGE: Synthe …

Paper Group ANR 806

January 28, 2020

CUNI Systems for the Unsupervised News Translation Task in WMT 2019. MCTS-based Automated Negotiation Agent. Ensemble Clustering for Graphs: Comparisons and Applications. Fair Near Neighbor Search: Independent Range Sampling in High Dimensions. Dealing with Sparse Rewards in Reinforcement Learning. Transferable End-to-End Aspect-based Sentiment Ana …

Paper Group ANR 811

January 28, 2020

Decision Support System for Detection and Classification of Skin Cancer using CNN. Adversarial Networks for Camera Pose Regression and Refinement. Winner-Take-All Computation in Spiking Neural Networks. Seeing What a GAN Cannot Generate. Neural Replicator Dynamics. Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned fr …

Paper Group ANR 856

January 28, 2020

Interactive Open-Ended Learning for 3D Object Recognition. An Entropy-based Variable Feature Weighted Fuzzy k-Means Algorithm for High Dimensional Data. Class-specific Anchoring Proposal for 3D Object Recognition in LIDAR and RGB Images. Benchmarking Minimax Linkage. Supplementary material for Uncorrected least-squares temporal difference with lamb …

Paper Group ANR 881

January 28, 2020

Learning to Navigate Using Mid-Level Visual Priors. Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis. Parametric Graph-based Separable Transforms for Video Coding. Estimating Normalizing Constants for Log-Concave Distributions: Algorithms and Lower Bounds. From Persistent Homology to Reinforcement L …

Paper Group ANR 891

January 28, 2020

Evaluating Local Geometric Feature Representations for 3D Rigid Data Matching. Machine Learning on data with sPlot background subtraction. Event-based Object Detection and Tracking for Space Situational Awareness. Semantic Graph Convolutional Network for Implicit Discourse Relation Classification. Bayesian interpretation of SGD as Ito process. Mult …

Paper Group ANR 914

January 28, 2020

300 GHz Radar Object Recognition based on Deep Neural Networks and Transfer Learning. Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks. Sample-Optimal Parametric Q-Learning Using Linearly Additive Features. Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation. Co …

Paper Group ANR 917

January 28, 2020

Consistent Scale Normalization for Object Recognition. Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks. Outlier Robust Extreme Learning Machine for Multi-Target Regression. PAC learning with stable and private predictions. Physics-based Neural Net …

Paper Group ANR 936

January 28, 2020

Neutron drip line in the Ca region from Bayesian model averaging. Algorithmically generating new algebraic features of polynomial systems for machine learning. Overview for the Second Shared Task on Language Identification in Code-Switched Data. RAVEN: A Dataset for Relational and Analogical Visual rEasoNing. The Dynamics of Handwriting Improves th …

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …

Paper Group ANR 965

January 28, 2020

SCR-Graph: Spatial-Causal Relationships based Graph Reasoning Network for Human Action Prediction. Generating and Aligning from Data Geometries with Generative Adversarial Networks. Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks. TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Pr …

Paper Group ANR 969

January 28, 2020

Investigation of Initialization Strategies for the Multiple Instance Adaptive Cosine Estimator. k-Relevance Vectors for Pattern Classification. Cross-lingual Visual Verb Sense Disambiguation. AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. Image Captioning with Sparse Recurrent Neural Networ …

Paper Group ANR 1069

January 27, 2020

A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis. Machine learning for subgroup discovery under treatment effect. Unsupervised Domain Adaptation using Graph Transduction Games. ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Autom …

Paper Group ANR 1075

January 27, 2020

Mixture-Model-based Bounding Box Density Estimation for Object Detection. Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets. Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding. Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation. MinWikiSplit: …

Paper Group ANR 1088

January 27, 2020

Convergence Rates of Gradient Descent and MM Algorithms for Generalized Bradley-Terry Models. Geodesic Distance Estimation with Spherelets. Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. Differentiable Algorithm Networks for Composable Robot Learning. Universal Transforming Geometric Network. Rel …

Paper Group ANR 1106

January 27, 2020

Look Further to Recognize Better: Learning Shared Topics and Category-Specific Dictionaries for Open-Ended 3D Object Recognition. Efficient data augmentation using graph imputation neural networks. Multiple Futures Prediction. Best-First Width Search for Multi Agent Privacy-preserving Planning. Deterministic and Bayesian Neural Networks for Low-lat …

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …

Paper Group ANR 1180

January 27, 2020

BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge. High-Dimensional Optimization in Adaptive Random Subspaces. End-to-End Jet Classification of Quarks and Gluons with the CMS Op …

Paper Group ANR 1183

January 27, 2020

Learning to Calibrate Straight Lines for Fisheye Image Rectification. Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection. Towards Evolutionary Theorem Proving for Isabelle/HOL. Anxious Depression Prediction in Real-time Social Data. Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence. …