Visual Tracking

Paper Group ANR 704

October 17, 2019

Towards Dialogue-based Navigation with Multivariate Adaptation driven by Intention and Politeness for Social Robots. Neural Network Compression using Transform Coding and Clustering. Asynchronous Stochastic Composition Optimization with Variance Reduction. Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization B …

Paper Group ANR 715

October 17, 2019

Gated Recurrent Networks for Seizure Detection. Collective decision for open set recognition. Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder. Saliency Guided Hierarchical Robust Visual Tracking. Shallow Cue Guided Deep Visual Tracking via Mixed Models. Capturing Variabilities from Computed …

Paper Group ANR 716

October 17, 2019

High SNR Consistent Compressive Sensing Without Signal and Noise Statistics. Analyzing and Interpreting Convolutional Neural Networks in NLP. DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking. Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN. Underwater Fish Species Classification using Convol …

Paper Group ANR 743

October 17, 2019

Simplified SPARQL REST API - CRUD on JSON Object Graphs via URI Paths. End-to-End Learning for Answering Structured Queries Directly over Text. OCTID: Optical Coherence Tomography Image Database. Neural Arithmetic Expression Calculator. Audio Source Separation Using Variational Autoencoders and Weak Class Supervision. Whale swarm algorithm with the …

Paper Group ANR 757

October 17, 2019

“Dependency Bottleneck” in Auto-encoding Architectures: an Empirical Study. Accuracy-Reliability Cost Function for Empirical Variance Estimation. Multivariate Bayesian Structural Time Series Model. Oversight of Unsafe Systems via Dynamic Safety Envelopes. Fine-tuning of Language Models with Discriminator. Efficient Multi-level Correlating for Visua …

Paper Group ANR 823

October 17, 2019

Controlling the privacy loss with the input feature maps of the layers in convolutional neural networks. Robust Active Learning for Electrocardiographic Signal Classification. COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks. Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. Advers …

Paper Group ANR 824

October 17, 2019

Distributed One-class Learning. MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild. Structured nonlinear variable selection. Dirichlet Variational Autoencoder for Text Modeling. Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning. Notes on stable learning with piecewise-linear basis f …

Paper Group ANR 857

October 17, 2019

Real-Time 3D Shape of Micro-Details. Online Deep Metric Learning. On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems. Synthetic data generation for end-to-end thermal infrared tracking. Simple Large-scale Relation Extraction from Unstructured Text. Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calib …

Paper Group ANR 931

October 17, 2019

Day-ahead time series forecasting: application to capacity planning. C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs. Fast and Accurate Reconstruction of Compressed Color Light Field. Online Regularized Nonlinear Acceleration. MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRI. …

Paper Group ANR 1017

October 16, 2019

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …

Paper Group ANR 1027

October 16, 2019

EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks. Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. Polygonal approximation of digital planar curve using novel significant measure. Deep Gaussian Processes wi …

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 1071

October 16, 2019

Deep Learning for Audio Transcription on Low-Resource Datasets. Story Disambiguation: Tracking Evolving News Stories across News and Social Streams. Analysis of Langevin Monte Carlo via convex optimization. Super-Resolution via Conditional Implicit Maximum Likelihood Estimation. Counting to Explore and Generalize in Text-based Games. Hierarchical c …

Paper Group ANR 1114

October 16, 2019

DeepISP: Towards Learning an End-to-End Image Processing Pipeline. Constrained speaker diarization of TV series based on visual patterns. Weakly Supervised Active Learning with Cluster Annotation. Audiovisual speaker diarization of TV series. Second-order Democratic Aggregation. Class-Aware Adversarial Lung Nodule Synthesis in CT Images. Learning L …

Paper Group ANR 987

October 16, 2019

Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts. Visual SLAM-based Localization and Navigation for Service Robots: The Pepper Case. Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection. Pushing the Limits of Unconstrained Face Detec …

Paper Group NAWR 14

October 16, 2019

User-Assisted Shadow Removal. Neural Separation of Observed and Unobserved Distribution. Fast Video Object Segmentation by Reference-Guided Mask Propagation. Neural Machine Translation for English-Tamil. CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization. Auto-hMDS: Automatic Construction of a Large Heterogeneous …

Paper Group NAWR 28

October 16, 2019

Annotating picture description task responses for content analysis. Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. PSANet: Point-wise Spatial Attention Network for Scene Parsing. Multi-Scale Deep Compressive Sensing Network. Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Trac …

Paper Group NAWR 29

October 16, 2019

Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation. Contour Knowledge Transfer for Salient Object Detection. Inexact trust-region algorithms on Riemannian manifolds. Fixing Translation Divergences in Parallel Corpora for Neural MT. Encoding Crowd Interaction With Deep Neural Network for Pedestr …

Paper Group NAWR 33

October 16, 2019

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. A Reassessment of Reference-Based Grammatical Error Correction Metrics. Facts That Matter. Stochastic Capsule Endoscopy Image Enhancement. Fusing St …

Paper Group NANR 180

October 15, 2019

Structured Siamese Network for Real-Time Visual Tracking. Ontology-Based Retrieval & Neural Approaches for BioASQ Ideal Answer Generation. Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings. The Lingering of Gradients: How to Reuse Gradients Over Time. A Computational Architecture for the Morphology of Upper Tanana …

Paper Group NANR 198

October 15, 2019

Gesture Recognition: Focus on the Hands. PDF-to-Text Reanalysis for Linguistic Data Mining. Examining Temporality in Document Classification. Fine-grained Semantic Textual Similarity for Serbian. SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation. LatentPoison – Adversarial Attacks On The Latent Space. Learning Hidden Unit …

Paper Group NANR 73

October 15, 2019

Relevant Emotion Ranking from Text Constrained with Emotion Relationships. Towards Evaluating Narrative Quality In Student Writing. Improving generalization by regularizing in $L^2$ function space. Proceedings of the AMTA 2018 Workshop on The Role of Authoritative Standards in the MT Environment. Noising and Denoising Natural Language: Diverse Back …

Paper Group NANR 91

October 15, 2019

Towards an open-source universal-dependency treebank for Erzya. Open-Domain Event Detection using Distant Supervision. Polish Corpus of Annotated Descriptions of Images. Unsupervised Deep Structure Learning by Recursive Dependency Analysis. Building and Learning Structures in a Situated Blocks World Through Deep Language Understanding. “Seeing is B …