Visual Tracking

Paper Group ANR 1068

January 27, 2020

Siam R-CNN: Visual Tracking by Re-Detection. Improve Object Detection by Data Enhancement based on Generative Adversarial Nets. RED: A ReRAM-based Deconvolution Accelerator. VAE-based regularization for deep speaker embedding. AANet: Attribute Attention Network for Person Re-Identifications. LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Inform …

Paper Group ANR 1085

January 27, 2020

Composing Neural Algorithms with Fugu. Capturing Object Detection Uncertainty in Multi-Layer Grid Maps. Towards automated symptoms assessment in mental health. Deep Neural Networks with Auxiliary-Model Regulated Gating for Resilient Multi-Modal Sensor Fusion. BayesNAS: A Bayesian Approach for Neural Architecture Search. Polynomial Neural Networks a …

Paper Group ANR 1086

January 27, 2020

VITAMIN-E: VIsual Tracking And MappINg with Extremely Dense Feature Points. Energy-Based Continuous Inverse Optimal Control. AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. Neural Network Based Parameter Estimation Method for the Pareto/NBD Model. Compressing GANs using Knowledge Distillation. …

Paper Group ANR 1093

January 27, 2020

The FacT: Taming Latent Factor Models for Explainability with Factorization Trees. Semi-Supervised First-Person Activity Recognition in Body-Worn Video. Artificial Intelligence for Prosthetics - challenge solutions. Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data. What do Deep Networks Like to …

Paper Group ANR 1094

January 27, 2020

General Information Bottleneck Objectives and their Applications to Machine Learning. Structured Group Local Sparse Tracker. Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend. DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optic …

Paper Group ANR 1104

January 27, 2020

Statistical significance in high-dimensional linear mixed models. High Resolution Forecasting of Heat Waves impacts on Leaf Area Index by Multiscale Multitemporal Deep Learning. How to Eliminate Detour Behaviors in E-hailing? Real-time Detecting and Time-dependent Pricing. Learning Domain Invariant Representations for Child-Adult Classification fro …

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …

Paper Group ANR 1230

January 27, 2020

Efficient Residual Dense Block Search for Image Super-Resolution. Political Discussions in Homogeneous and Cross-Cutting Communication Spaces. Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer. Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods. Dynamic Convolution: Attention over …

Paper Group ANR 1235

January 27, 2020

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps. Business Process Variant Analysis based on Mutual Fingerprints of Event Logs. How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint. SoftGAN: Learning generative models efficiently with application to CycleGAN Voice …

Paper Group ANR 1518

January 26, 2020

Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. A Hierarchical Location Prediction Neural Network for Twitter User Geolocation. Thoth: Improved Rapid Serial Visual Presentation using Natural Language Processing. S …

Paper Group ANR 1568

January 26, 2020

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization. Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning. Modeling and Analysis of Tagging Networks in Stack Exchange Communities. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. Sparse2Den …

Paper Group ANR 1620

January 25, 2020

Topological based classification using graph convolutional networks. Max-Plus Matching Pursuit for Deterministic Markov Decision Processes. Large Scale Markov Decision Processes with Changing Rewards. Inverse Rendering Techniques for Physically Grounded Image Editing. DeepDrawing: A Deep Learning Approach to Graph Drawing. Differential Recurrent Ne …

Paper Group ANR 1621

January 25, 2020

Learning Reinforced Attentional Representation for End-to-End Visual Tracking. A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI. Spatio-Temporal FAST 3D Convolutions for Human Action Recognition. Genetic Algorithms for Starshade Retargeting in Space-Based Telescopes. Gener …

Paper Group ANR 1622

January 25, 2020

Fingerspelling recognition in the wild with iterative visual attention. Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning. Action-Centered Information Retrieval. Multiscale Nakagami parametric imaging for improved liver tumor localization. General risk measures for robust machine learning. I …

Paper Group ANR 1623

January 25, 2020

Sequential Adaptive Design for Jump Regression Estimation. Private Two-Party Cluster Analysis Made Formal & Scalable. All you need is a good representation: A multi-level and classifier-centric representation for few-shot learning. Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Genera …

Paper Group ANR 1647

January 25, 2020

Multi-scale Cross-form Pyramid Network for Stereo Matching. Just Ask:An Interactive Learning Framework for Vision and Language Navigation. A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation. Unsupervised Adversarial Graph Alignment with Graph Embedding. Demystifying the MLPerf Benchmark Suite. Amobee at …

Paper Group ANR 1697

January 25, 2020

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection. An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization. Scanning Probe State Recognition With Multi-Class Neural Network Ensembles. Dimensionality Reduction of Complex Metastable Systems via Kernel Embed …

Paper Group ANR 1698

January 25, 2020

Character Eyes: Seeing Language through Character-Level Taggers. Lightweight Markerless Monocular Face Capture with 3D Spatial Priors. A Deep Look into Neural Ranking Models for Information Retrieval. A Novel Generalized Artificial Neural Network for Mining Two-Class Datasets. Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparamet …

Paper Group ANR 1770

January 25, 2020

Spectrum-enhanced Pairwise Learning to Rank. Minimizing Time-to-Rank: A Learning and Recommendation Approach. An Approximate Bayesian Approach to Surprise-Based Learning. Learning Bilingual Word Embeddings Using Lexical Definitions. Improving Relation Extraction with Knowledge-attention. PH-GCN: Person Re-identification with Part-based Hierarchical …

Paper Group NAWR 13

January 25, 2020

hULMonA: The Universal Language Model in Arabic. Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. Planning in entropy-regularized Markov decision processes and games. Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration. Efficient Pure Exploration in Adaptive Round model. Visual …

Paper Group NANR 213

January 24, 2020

Roll Call Vote Prediction with Knowledge Augmented Models. IxaMed at PharmacoNER Challenge 2019. Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study. AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text. Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder i …

Paper Group NANR 257

January 24, 2020

LEARNING ADVERSARIAL EXAMPLES WITH RIEMANNIAN GEOMETRY. mID: Tracking and Identifying People with Millimeter Wave Radar. A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis. Tweaks and Tricks for Word Embedding Disruptions. Guess Who’s Coming (and Who’s Going): Bringing Perspective to the Rational Speech Acts Framework. Learnin …