Temporal Action Localization

Paper Group ANR 231

Paper Group ANR 231

July 28, 2019

Transforming Bell’s Inequalities into State Classifiers with Machine Learning. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks. Entropy-based Pruning for Learning Bayesian Networks using BIC. Genetic …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 261

Paper Group ANR 261

July 28, 2019

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction. Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings. Scaling Binarized Neural Networks on Reconfigurable Logic. Recurrent …
Paper Group ANR 263

Paper Group ANR 263

July 28, 2019

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Event …
Paper Group ANR 278

Paper Group ANR 278

July 28, 2019

JaTeCS an open-source JAva TExt Categorization System. MOBA: a New Arena for Game AI. Online People Tracking and Identification with RFID and Kinect. Unsupervised Generative Adversarial Cross-modal Hashing. Small-loss bounds for online learning with partial information. Unsupervised Representation Learning by Sorting Sequences. Recovering Latent Si …
Paper Group ANR 289

Paper Group ANR 289

July 28, 2019

Mobile Quantification and Therapy Course Tracking for Gait Rehabilitation. Low-Resource Neural Headline Generation. Generalized Rank Pooling for Activity Recognition. Information-Theoretic Representation Learning for Positive-Unlabeled Classification. An Adaptivity Hierarchy Theorem for Property Testing. LEARN: Learned Experts’ Assessment-based Rec …
Paper Group ANR 302

Paper Group ANR 302

July 28, 2019

Learning Mixture of Gaussians with Streaming Data. On the Discrepancy Between Kleinberg’s Clustering Axioms and $k$-Means Clustering Algorithm Behavior. Towards Speech Emotion Recognition “in the wild” using Aggregated Corpora and Deep Multi-Task Learning. Toward a Formal Model of Cognitive Synergy. Aircraft Fuselage Defect Detection using Deep Neu …
Paper Group ANR 307

Paper Group ANR 307

July 28, 2019

Unsupervised Incremental Learning of Deep Descriptors From Video Streams. Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint. Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application. Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks. UC Merce …
Paper Group ANR 325

Paper Group ANR 325

July 28, 2019

An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network. Weighted Tensor Decomposition for Learning Latent Variables with Partial Data. Generative Cooperative Net for Image Generation and Data Augmentation. An Evolutionary Computing Enriched RS Attack Resilient Medical Image Steganography Model for Telemedicine A …
Paper Group ANR 331

Paper Group ANR 331

July 28, 2019

Automatic Curation of Golf Highlights using Multimodal Excitement Features. A study of existing Ontologies in the IoT-domain. A Bimodal Network Approach to Model Topic Dynamics. Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. Achieving non-discrimination in prediction. Comparison of Modified Kneser- …
Paper Group ANR 337

Paper Group ANR 337

July 28, 2019

Shape from Shading through Shape Evolution. Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving. DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. Multi-View Deep Learning for Consistent Semantic M …
Paper Group ANR 340

Paper Group ANR 340

July 28, 2019

Spatiotemporal Modeling for Crowd Counting in Videos. Sparse Kernel Canonical Correlation Analysis via $\ell_1$-regularization. Connectivity Learning in Multi-Branch Networks. Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification. SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild. An Automatic App …
Paper Group ANR 342

Paper Group ANR 342

July 28, 2019

SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks. Consistent Multiple Graph Matching with Multi-layer Random Walks Synchronization. A Fuzzy Brute Force Matching Method for Binary Image Features. Learning to Predict Charges for Criminal Cases with Legal Basis. Multi-kernel learning of deep convolutiona …
Paper Group ANR 353

Paper Group ANR 353

July 28, 2019

A Stronger Foundation for Computer Science and P=NP. IMU2Face: Real-time Gesture-driven Facial Reenactment. A Deep Recurrent Framework for Cleaning Motion Capture Data. Enabling Embodied Analogies in Intelligent Music Systems. Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs. Metrics for Deep Generative Models. C …
Paper Group ANR 364

Paper Group ANR 364

July 28, 2019

Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service. Community Recovery in Hypergraphs. Deep learning evaluation using deep linguistic processing. Smartphone App Usage Prediction Using Points of Interest. One Representation per Word - Does it make Sense for Composition?. Jointly Trained Sequent …
Paper Group ANR 384

Paper Group ANR 384

July 28, 2019

End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient. Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design?. Pillar Networks++: Distributed non-parametric deep and wide networks. Coalescent-based species tree estimation: a stochastic Farris transform. Independent Motion Detection with Event-dri …
Paper Group ANR 408

Paper Group ANR 408

July 28, 2019

Determinantal Point Processes for Mini-Batch Diversification. Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery. Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks. Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recogniti …
Paper Group ANR 419

Paper Group ANR 419

July 28, 2019

Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks. Convergence analysis of belief propagation for pairwise linear Gaussian models. Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs. Multi-Label Segmentation via Residual-Driven Adaptive Regularization. Te …
Paper Group ANR 423

Paper Group ANR 423

July 28, 2019

Horseshoe Regularization for Feature Subset Selection. Sparse High-Dimensional Linear Regression. Algorithmic Barriers and a Local Search Algorithm. AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture. Recurrent Multimodal Interaction for Referring Image Segmentation. Online learnability of Statistical Relational Learning …
Paper Group ANR 424

Paper Group ANR 424

July 28, 2019

DLVM: A modern compiler infrastructure for deep learning systems. Bayesian Unification of Gradient and Bandit-based Learning for Accelerated Global Optimisation. A Fusion-based Gender Recognition Method Using Facial Images. The Forgettable-Watcher Model for Video Question Answering. Semi-Automatic Segmentation and Ultrasonic Characterization of Sol …
Paper Group ANR 425

Paper Group ANR 425

July 28, 2019

A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar. The Eigenoption-Critic Framework. Exploring Temporal Preservation Networks for Precise Temporal Action Localization. Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks. Convergence Rates for De …
Paper Group ANR 427

Paper Group ANR 427

July 28, 2019

Open-Set Language Identification. Towards Social Autonomous Vehicles: Efficient Collision Avoidance Scheme Using Richardson’s Arms Race Model. CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion. In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling. Attentional Pooling fo …
Paper Group ANR 438

Paper Group ANR 438

July 28, 2019

Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach. Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych. Spatio-temporal Person Retrieval via Natural Language Queries. Interspecies Knowledge Transfer for Facial Keypoint Detection. A Closed-Form Model for Image-Based Distant Lighting. Abno …
Paper Group ANR 441

Paper Group ANR 441

July 28, 2019

Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter. Feasibility of Principal Component Analysis in hand gesture recognition system. Comparative analysis of criteria for filtering time series of word usage frequencies. On the approximation by single hidden layer feedforward neural networks with fixed weights. Regula …
Paper Group ANR 444

Paper Group ANR 444

July 28, 2019

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. End-to-end Network for Twitter Geolocation Prediction and Hashing. A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences. A Novel Fr …
Paper Group ANR 448

Paper Group ANR 448

July 28, 2019

Fooling Vision and Language Models Despite Localization and Attention Mechanism. Camera Calibration by Global Constraints on the Motion of Silhouettes. Non-negative Matrix Factorization: Robust Extraction of Extended Structures. Egocentric Hand Detection Via Dynamic Region Growing. Adaptive Cost Function for Pointcloud Registration. Novel Sensor Sc …
Paper Group ANR 457

Paper Group ANR 457

July 28, 2019

Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. Show and Recall: Learning What Makes Videos Memorable. Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection. CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images. Setting Players’ Beha …
Paper Group ANR 465

Paper Group ANR 465

July 27, 2019

Topic modeling of public repositories at scale using names in source code. Universal representations:The missing link between faces, text, planktons, and cat breeds. Summable Reparameterizations of Wasserstein Critics in the One-Dimensional Setting. Uncertainty quantification in graph-based classification of high dimensional data. KnowNER: Incremen …