Intrusion Detection

Paper Group AWR 126

October 21, 2019

Generating Music using an LSTM Network. A Call for Clarity in Reporting BLEU Scores. Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition. CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. Simple random search provides a competitive approach to reinforcement learning. Quickshift++: Provably Good Initi …

Paper Group AWR 50

October 21, 2019

Parameter Sharing Methods for Multilingual Self-Attentional Translation Models. Neural Networks Regularization Through Representation Learning. Structured Adversarial Attack: Towards General Implementation and Better Interpretability. Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation. Sequential Preference-Based Optimization. Au …

Paper Group ANR 44

October 20, 2019

Reasoning about multiple aspects in DLs: Semantics and Closure Construction. TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. PRESISTANT: Learning based assistant for data pre-processing. An Algorithmic Framework to Control Bias in Bandit-based Personalization. Social Media Analysis based on Semanticity of Streaming and Batch …

Paper Group AWR 334

October 20, 2019

Quadrature-based features for kernel approximation. Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters. Recurrent machines for likelihood-free inference. A minimax near-optimal algorithm for adaptive rejection sampling. Deep Frank-Wolfe For Neural Network Optimization. Multistep Neural Networks for Data-driven …

Paper Group AWR 336

October 20, 2019

Stochastic Video Generation with a Learned Prior. Using link and content over time for embedding generation in Dynamic Attributed Networks. A Large-Scale Study on Regularization and Normalization in GANs. Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. SPLATNet: Sparse Lattice Networks for Point Cl …

Paper Group AWR 355

October 20, 2019

Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose. Rethinking the Value of Network Pruning. Hybrid Knowledge Routed Modules for Large-scale Object Detection. ReSIFT: Reliability-Weighted SIFT-based Image Quality Assessment. Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese. PointGro …

Paper Group ANR 161

October 19, 2019

BCCNet: Bayesian classifier combination neural network. Convergence Analysis of Gradient Descent Algorithms with Proportional Updates. FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model. Learning Dual Convolutional Neural Networks for Low-Level Vision. Efficient Semantic Segmentation for Visual Bird’s-eye View Interpretation. Adve …

Paper Group ANR 265

October 19, 2019

Combined convolutional and recurrent neural networks for hierarchical classification of images. Glottal Closure Instants Detection From Pathological Acoustic Speech Signal Using Deep Learning. Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch. Learning automata based SVM for intrusion detection. Multi-Agent …

Paper Group ANR 293

October 19, 2019

Pure-Exploration for Infinite-Armed Bandits with General Arm Reservoirs. NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. Object Detection and Classification in Occupancy Grid Maps using Deep Convolutional Networks. Free-rider Episode Screening via Dual Partition Model. Revisiting Projection-Free Optimizati …

Paper Group ANR 325

October 19, 2019

An Incremental Path-Following Splitting Method for Linearly Constrained Nonconvex Nonsmooth Programs. Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network. Community Interaction and Conflict on the Web. An Exploratory Study of (#)Exercise in the Twittersphere. Cyber Anomaly Detection Using Graph-node Role-d …

Paper Group ANR 332

October 19, 2019

A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction. Clipping free attacks against artificial neural networks. Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection. Adaptive Monte-Carlo Optimization. Cardiopulmonary resuscitation quality parameters from motion capture …

Paper Group ANR 340

October 19, 2019

Parametric Models for Mutual Kernel Matrix Completion. Automatic Derivation Of Formulas Using Reforcement Learning. Adaptive Denoising of Signals with Shift-Invariant Structure. Deep clustering of longitudinal data. From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. SJTU-NLP at SemEval-2018 Task 9: Neural Hyper …

Paper Group ANR 364

October 19, 2019

Subspace Support Vector Data Description. A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks. Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data. Identifying emergency stages in Facebook posts of police departments with convolutional and recurrent …

Paper Group ANR 450

October 18, 2019

On Strategyproof Conference Peer Review. Exponential inequalities for nonstationary Markov Chains. Potentially Guided Bidirectionalized RRT* for Fast Optimal Path Planning in Cluttered Environments. XOGAN: One-to-Many Unsupervised Image-to-Image Translation. Full-pulse Tomographic Reconstruction with Deep Neural Networks. Comparative Evaluation of …

Paper Group ANR 455

October 18, 2019

How would surround vehicles move? A Unified Framework for Maneuver Classification and Motion Prediction. Implicit regularization and solution uniqueness in over-parameterized matrix sensing. Action Machine: Rethinking Action Recognition in Trimmed Videos. ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clus …

Paper Group ANR 498

October 18, 2019

When CTC Training Meets Acoustic Landmarks. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss. A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings. Detecting Adversarial Examples via Key-based Network. Bangla License Plate Recognition Using Convolutional Neural Networks (CNN). Bin …

Paper Group ANR 515

October 18, 2019

Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks. Diagnostics in Semantic Segmentation. Robbins-Monro conditions for persistent exploration learning strategies. Explaining the Unique Nature of Individual Gait Patterns with Deep Learning. Multiple Measurement Vectors Problem: A Decoupling Property and its App …

Paper Group ANR 520

October 18, 2019

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray. Writing Style Invariant Deep Learning Model for Historical Manuscripts Alignment. Anomaly detection with Wasserstein GAN. Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. Learning sparse mixtures of rankings from noisy informa …

Paper Group ANR 607

October 18, 2019

Onion-Peeling Outlier Detection in 2-D data Sets. State Space Representations of Deep Neural Networks. Cognate-aware morphological segmentation for multilingual neural translation. Learning Compositional Representations for Few-Shot Recognition. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. Attention-based …

Paper Group ANR 647

October 18, 2019

Deep Reinforcement Learning for Autonomous Driving. Harmonic Alignment. Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms. A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics. Large-scale Bisample Learning on ID Versus Spot Face Recognition. Fast Neural Chinese W …

Paper Group ANR 663

October 18, 2019

Hierarchical Representation Learning for Kinship Verification. Learning with Non-Convex Truncated Losses by SGD. Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers. Analysis of Invariance and Robustness via Invertibility of ReLU-Networks. Testing the Generalization Power of Neural Network Models Across NLI Benchmarks. F …

Paper Group ANR 682

October 17, 2019

R$^3$-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos. Relational dynamic memory networks. Generative Models for Spear Phishing Posts on Social Media. Vehicle Re-identification Using Quadruple Directional Deep Learning Features. Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Represe …

Paper Group ANR 722

October 17, 2019

Semi-orthogonal Non-negative Matrix Factorization with an Application in Text Mining. Unsupervised domain-agnostic identification of product names in social media posts. Learning to Separate Multiple Illuminants in a Single Image. A Machine Learning Approach to Air Traffic Route Choice Modelling. Sequence-to-Sequence Prediction of Vehicle Trajector …

Paper Group ANR 724

October 17, 2019

Senti-Attend: Image Captioning using Sentiment and Attention. Towards effective AI-powered agile project management. An Adversarial Approach for Explainable AI in Intrusion Detection Systems. Transfer Learning for Action Unit Recognition. IEST: WASSA-2018 Implicit Emotions Shared Task. Strongly polynomial efficient approximation scheme for segmenta …

Paper Group ANR 733

October 17, 2019

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans. Evaluation of Machine Learning Algorithms for Intrusion Detection System. Automated Diagnosis of Clinic Workflows. Effects of Dataset properties on the training of GANs. Unsupervised Domain Adaptation: A Multi-task Learning-based Method. ToyBox: Better Atari Envi …

Paper Group ANR 763

October 17, 2019

Entrenamiento de una red neuronal para el reconocimiento de imagenes de lengua de senas capturadas con sensores de profundidad. Model parameter estimation using coherent structure coloring. What do Deep Networks Like to See?. Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data. The Rule of Three: Abstra …

Paper Group ANR 923

October 17, 2019

Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation. Entanglement-guided architectures of machine learning by quantum tensor network. Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory. The Evolution of Sex Chromosomes through the Baldwin Effect. Graphical Convergence of Subgradients in Nonconv …

Paper Group ANR 1058

October 16, 2019

Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting. Nightmare at test time: How punctuation prevents parsers from generalizing. Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processe …