Activity Recognition

Paper Group ANR 742

January 29, 2020

Multiple Human Association between Top and Horizontal Views by Matching Subjects’ Spatial Distributions. Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning. Brief Review of Computational Intelligence Algorithms. Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments. Semi-super …

Paper Group ANR 768

January 29, 2020

Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation. Sign Language Recognition Analysis using Multimodal Data. MinCall - MinION end2end convolutional deep learning basecaller. AI-based Pilgrim Detection using Convolutional Neural Networks. Obj-GloVe: Scene-Based Contextual Object Embedding. Fake news detection using Deep …

Paper Group ANR 1000

January 28, 2020

Error Correcting Algorithms for Sparsely Correlated Regressors. Bayesian Image Classification with Deep Convolutional Gaussian Processes. Architecture Compression. Plasmodium Detection Using Simple CNN and Clustered GLCM Features. Diameter-based Interactive Structure Discovery. A Causality-Guided Prediction of the TED Talk Ratings from the Speech-T …

Paper Group ANR 1026

January 28, 2020

A systematic review of human activity recognition using smartphones. Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service. On improving learning capability of ELM and an application to brain-computer interface. Document Similarity for Texts of Varying Lengths via Hidden Topics. Training Compact Models for Low Resou …

Paper Group ANR 1057

January 28, 2020

Discovering topics with neural topic models built from PLSA assumptions. Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples. Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. The FRENK Datasets of Socially Unacceptable Discourse in Slovene and English. DeepCenterline: a Multi-task Fully Convolu …

Paper Group ANR 776

January 28, 2020

Cortical-inspired Wilson-Cowan-type equations for orientation-dependent contrast perception modelling. Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models. Compacting, Picking and Growing for Unforgetting Continual Learning. Intelligent Solution System towards Parts Logistics Optimization. An Ensemble SVM-based A …

Paper Group ANR 777

January 28, 2020

Distributed Maximization of Submodular plus Diversity Functions for Multi-label Feature Selection on Huge Datasets. Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network. Reinforcement Learning with Fairness Constraints for Resource Distribution in Human-Robot Teams. Approximate Dynamic Programming For Linear Systems with …

Paper Group ANR 868

January 28, 2020

High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks. Identity Preserve Transform: Understand What Activity Classification Models Have Learnt. Library network, a possible path to explainable neural networks. UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization. Optimal Exploitation of Clust …

Paper Group ANR 896

January 28, 2020

FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks. Gradient Perturbation is Underrated for Differentially Private Convex Optimization. Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data. Eavesdrop the Composition Proportion of Training Labels in Federated Learning. Contamin …

Paper Group ANR 902

January 28, 2020

Human Activity Recognition with Convolutional Neural Netowrks. Precipitation Nowcasting with Star-Bridge Networks. AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings. Attributed Rhetorical Structure Grammar for Domain Text Summarization. SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction o …

Paper Group ANR 906

January 28, 2020

Optimality of Spectral Clustering for Gaussian Mixture Model. On the connections between algorithmic regularization and penalization for convex losses. Human Activity Recognition Using Visual Object Detection. Fault-Diagnosing SLAM for Varying Scale Change Detection. KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. Competing T …

Paper Group ANR 907

January 28, 2020

Improving land cover segmentation across satellites using domain adaptation. Controlling Style and Semantics in Weakly-Supervised Image Generation. DENS: A Dataset for Multi-class Emotion Analysis. Domain adversarial learning for emotion recognition. Training CNNs with Selective Allocation of Channels. Attention-based Convolutional Neural Network f …

Paper Group ANR 908

January 28, 2020

Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach. Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise. Milli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor. Oriented Boxes for Accurate Instance Segmentation. Accelerating Mi …

Paper Group ANR 912

January 28, 2020

Item Response Theory based Ensemble in Machine Learning. Critical Point Finding with Newton-MR by Analogy to Computing Square Roots. An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis. Learning to grow: control of materials self-assembly using evolutionary reinforcement learning. …

Paper Group ANR 952

January 28, 2020

Backprop Diffusion is Biologically Plausible. Real-time Multiple People Hand Localization in 4D Point Clouds. DeepJSCC-f: Deep Joint-Source Channel Coding of Images with Feedback. A Hamilton-Jacobi Reachability-Based Framework for Predicting and Analyzing Human Motion for Safe Planning. Quantum Latent Semantic Analysis. Parity Models: A General Fra …

Paper Group ANR 953

January 28, 2020

Boosting Generative Models by Leveraging Cascaded Meta-Models. Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition. A Lightweight Deep Learning Model for Human Activity Recognition on Edge Devices. Machine Translation with Cross-lingual Word Embeddings. TentacleNet: A Pseudo-Ensemble Template for Accurate Binar …

Paper Group ANR 974

January 28, 2020

Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation. Dynamic Approach for Lane Detection using Google Street View and CNN. Extracting Novel Facts from Tables for Knowledge Graph Completion (Extended version). Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint. Wind Estimation Using Quadco …

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 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 1126

January 27, 2020

Temporal Reasoning Graph for Activity Recognition. Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text. Deep Representation Learning Characterized by Inter-class Separation for Image Clustering. On Using Retrained and Incremental Machine Learnin …

Paper Group ANR 1152

January 27, 2020

The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers. An Image Segmentation Model Based on a Variational Formulation. Neighborhood Growth Determines Geometric Priors for Relational Representation Learning. Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. MMGAN: Generative Adversa …

Paper Group ANR 1153

January 27, 2020

Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification. BUT VOiCES 2019 System Description. Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation. White-Box Target Attack for EEG-Based BCI Regression Problems. Future Frame Prediction Using Convolutional VRNN for Ano …

Paper Group ANR 1154

January 27, 2020

Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models. Ordinal Regression as Structured Classification. Increasing Shape Bias in ImageNet-Trained Networks Using Transfer Learning and Domain-Adversarial Methods. Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung …

Paper Group ANR 1174

January 27, 2020

Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems. A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS. Dynamic Context Correspondence Network for Semantic Alignment. Locally adaptive activation functions with slope recovery term for deep and physics-informed ne …

Paper Group ANR 1237

January 27, 2020

Spooky effect in optimal OSPA estimation and how GOSPA solves it. View-invariant Deep Architecture for Human Action Recognition using late fusion. Vision-model-based Real-time Localization of Unmanned Aerial Vehicle for Autonomous Structure Inspection under GPS-denied Environment. RSA: Randomized Simulation as Augmentation for Robust Human Action R …

Paper Group ANR 1248

January 27, 2020

Personalised novel and explainable matrix factorisation. C-SALT: Mining Class-Specific ALTerations in Boolean Matrix Factorization. Uncalibrated Deflectometry with a Mobile Device on Extended Specular Surfaces. Feature Fusion for Robust Patch Matching With Compact Binary Descriptors. Modeling Sensorimotor Coordination as Multi-Agent Reinforcement L …

Paper Group ANR 1259

January 27, 2020

Method and System for Image Analysis to Detect Cancer. Three Branches: Detecting Actions With Richer Features. Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization. Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. Using machine learning to construct velocity fields from OH-PLIF ima …

Paper Group ANR 1295

January 27, 2020

Computational Flight Control: A Domain-Knowledge-Aided Deep Reinforcement Learning Approach. Identity Document and banknote security forensics: a survey. Collective Learning. Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. Spatially Constrained Generative Adversarial Networks for Conditional Image Generation. …