Visual Tracking

Paper Group AWR 12

February 2, 2020

Deep Generative Learning via Variational Gradient Flow. Robust statistics and no-reference image quality assessment in Curvelet domain. Deep Learning for Visual Tracking: A Comprehensive Survey. SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines. Multi-Domain Adversarial Learning. Learning the Model Update for S …

Paper Group AWR 54

February 2, 2020

Distribution-Aware Coordinate Representation for Human Pose Estimation. Hierarchical Graph Pooling with Structure Learning. Learning Discriminative Model Prediction for Tracking. Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. Kervolutional Neural Networks. Consistency-Aware Recommendation for User-Generated Ite …

Paper Group AWR 101

February 1, 2020

FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces. Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification. A neural network oracle for quantum nonlocality problems in networks. ROI Pooled Cor …

Paper Group AWR 247

February 1, 2020

DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention. Regularizing Neural Networks for Future Trajectory Prediction via Inverse Reinforcement Learning Framework. Graph-Based Object Classification for Neuromorphic Vision Sensing. Tag-based Multi-Span Extraction in Reading Comprehension. Biologically plausible deep le …

Paper Group AWR 291

February 1, 2020

What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction. CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity. Detecting drug-drug interactions using artificial neural networks and classic graph similarity measures. Machine Learning and Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive …

Paper Group AWR 91

February 1, 2020

Unsupervised Label Noise Modeling and Loss Correction. On improving deep learning generalization with adaptive sparse connectivity. Deep Density-aware Count Regressor. Generative Adversarial Networks for text using word2vec intermediaries. Learning to Optimize Multigrid PDE Solvers. Attention model for articulatory features detection. Graph Embedde …

Paper Group ANR 126

January 31, 2020

A Survey on Practical Applications of Multi-Armed and Contextual Bandits. Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1. A Novel BiLevel Paradigm for Image-to-Image Translation. Structured Output Learning with Conditional Gener …

Paper Group ANR 173

January 31, 2020

Estimation of Tire-Road Friction for Road Vehicles: a Time Delay Neural Network Approach. Sample Complexity Lower Bounds for Linear System Identification. Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. Sequence Labeling Parsing by Learning Across Representations. How Large Are Lions? Inducing Distributions over Quanti …

Paper Group ANR 190

January 31, 2020

An LP-Based Approach for Goal Recognition as Planning. Human Following for Wheeled Robot with Monocular Pan-tilt Camera. A Temporal Clustering Algorithm for Achieving the trade-off between the User Experience and the Equipment Economy in the Context of IoT. Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes. Federated …

Paper Group ANR 52

January 31, 2020

Fundamental Entropic Laws and $\mathcal{L}_p$ Limitations of Feedback Systems: Implications for Machine-Learning-in-the-Loop Control. Convolutional Neural Networks Utilizing Multifunctional Spin-Hall MTJ Neurons. Region-Adaptive Dense Network for Efficient Motion Deblurring. Automatic detection and diagnosis of sacroiliitis in CT scans as incidenta …

Paper Group ANR 6

January 31, 2020

A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers. Numerically Recovering the Critical Points of a Deep Linear Autoencoder. A Comparative Survey of Recent Natural Language Interfaces for Databases. ChebNet: Efficient and Stable Constructions of Deep Neural Networks with Rectified Powe …

Paper Group AWR 381

January 31, 2020

Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network. Temporal Reasoning via Audio Question Answering. DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition. Mimetics: Towards Understanding Human Actions Out of Context. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks. Affect-bas …

Paper Group AWR 437

January 31, 2020

Riemannian adaptive stochastic gradient algorithms on matrix manifolds. DoorGym: A Scalable Door Opening Environment And Baseline Agent. Efficient Derivative Computation for Cumulative B-Splines on Lie Groups. Robustness for Non-Parametric Classification: A Generic Attack and Defense. #MeTooMaastricht: Building a chatbot to assist survivors of sexu …

Paper Group AWR 448

January 31, 2020

Resampling detection of recompressed images via dual-stream convolutional neural network. Technical report: supervised training of convolutional spiking neural networks with PyTorch. Copy Move Source-Target Disambiguation through Multi-Branch CNNs. Message Scheduling for Performant, Many-Core Belief Propagation. Exploring Interpretable LSTM Neural …

Paper Group AWR 452

January 31, 2020

Stacked Capsule Autoencoders. ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. Segmenting the Future. Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. GradNet: Gradient-Guided Network for Visual Object Tracking. Retrieval-based Localization Based on Domain-invariant …

Paper Group AWR 457

January 31, 2020

SinGAN: Learning a Generative Model from a Single Natural Image. Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. The Limited Multi-Label Projection Layer. Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research. Learning to Regress 3D Face Shape and Expressi …

Paper Group ANR 215

January 30, 2020

Privacy-Preserving Classification with Secret Vector Machines. Learning Cascaded Siamese Networks for High Performance Visual Tracking. Using Deep Learning to Count Albatrosses from Space. Machine Learning for high speed channel optimization. Photofeeler-D3: A Neural Network with Voter Modeling for Dating Photo Impression Prediction. 2-Wasserstein …

Paper Group ANR 322

January 30, 2020

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations. OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. Sparse inversion for derivative of log determinant. BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts. Robust learning with implicit residual networks. Moti …

Paper Group ANR 462

January 30, 2020

Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization. Filter Bank Regularization of Convolutional Neural Networks. Understanding Deep Neural Network Predictions for Medical Imaging Applications. Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin. Enriching Visual with Ve …

Paper Group ANR 468

January 30, 2020

AffWild Net and Aff-Wild Database. Heuristic solutions to robust variants of the minimum-cost integer flow problem. Doubly Aligned Incomplete Multi-view Clustering. Realizing Continual Learning through Modeling a Learning System as a Fiber Bundle. Graph-Driven Generative Models for Heterogeneous Multi-Task Learning. An Edit-centric Approach for Wik …

Paper Group ANR 469

January 30, 2020

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning. Multivariate Uncertainty in Deep Learning. Is Discriminator a Good Feature Extractor?. Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. Region-wise Generative Adversarial ImageInpainting for …

Paper Group ANR 569

January 29, 2020

A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data. Learning Target-oriented Dual Attention for Robust RGB-T Tracking. Image-based reconstruction for the impact problems by using DPNNs. Problems with automating translation of movie/TV show subtitles. Falls Prediction Based on Body Keypoints and Seq2Seq Architectu …

Paper Group ANR 583

January 29, 2020

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. Understanding Undesirable Word Embedding Associations. Learning Features with Differentiable Closed-Form Solver for Tracking. Transfer Learning for Causal Sentence Detection. Graph-based data clustering via multiscale community detection. Federa …

Paper Group ANR 593

January 29, 2020

Deep Dynamics Models for Learning Dexterous Manipulation. Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy. A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page. Identifying short-term interests from mobile app adoption pattern. Query Expansion for Patent Searching using Word Embedd …

Paper Group ANR 599

January 29, 2020

Quantifying consensus of rankings based on q-support patterns. DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension. An Arm-Wise Randomization Approach to Combinatorial Linear Semi-Bandits. WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. MURS: Practical and Robust Privacy Amplification …

Paper Group ANR 721

January 29, 2020

BPPSA: Scaling Back-propagation by Parallel Scan Algorithm. Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer’s disease. Deep Reinforcement Learning for Foreign Exchange Trading. On the Equivalence between Node Embeddings and Structural Graph Representations. Multi-node e …

Paper Group ANR 1041

January 28, 2020

Modeling the Complexity and Descriptive Adequacy of Construction Grammars. Instruction-Level Design of Local Optimisers using Push GP. Accelerating Training in Pommerman with Imitation and Reinforcement Learning. Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation. 3D CNN with Localized Residual Connection …

Paper Group ANR 972

January 28, 2020

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities. On Space-spectrum Uncertainty Analysis for Coded Aperture Systems. CNN-based Semantic Segmentation using Level Set Loss. Contrast Optimization And Local Adaptation (COALA) for HDR Compression. DAWN: Dual Augmented Memory Network for Unsupervised Video Ob …