adversarial network

Paper Group ANR 582

October 18, 2019

Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features. Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition. Spectral Methods from Tensor Networks. Confidence Prediction for Lexicon-Free OCR. Evaluation of the visual odometry methods for semi-dense real-time. …

Paper Group ANR 583

October 18, 2019

DeepLaser: Practical Fault Attack on Deep Neural Networks. A Blended Deep Learning Approach for Predicting User Intended Actions. Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN. A Main/Subsidiary Network Framework for Simplifying Binary Neural Network. Channel-wise pruning of neural networks with tapering resourc …

Paper Group ANR 584

October 18, 2019

Covfefe: A Computer Vision Approach For Estimating Force Exertion. Approximate Survey Propagation for Statistical Inference. Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency. Lightweight Lipschitz Margin Training for Certified Defense against Adversarial Examples. Scalable Multi-Task Gaussian Process Tensor Regressi …

Paper Group ANR 585

October 18, 2019

Learning Memory Access Patterns. End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables. Complex Fully Convolutional Neural Networks for MR Image Reconstruction. Geo-Text Data and Data-Driven Geospatial Semantics. On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization. The Toybox Dataset of …

Paper Group ANR 587

October 18, 2019

Uncertainty in Multitask Transfer Learning. Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval. Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. Q-learning with Nearest Neighbors. New Results on Multi-Step Traffic Flow Prediction. Extended Affinity Propag …

Paper Group ANR 588

October 18, 2019

Learning Single-Image Depth from Videos using Quality Assessment Networks. A refined convergence analysis of pDCA$_e$ with applications to simultaneous sparse recovery and outlier detection. Machine Theory of Mind. RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement. Learning from a tiny dataset of manual annotations: a t …

Paper Group ANR 589

October 18, 2019

Importance Weighted Evolution Strategies. Simple Hyper-heuristics Control the Neighbourhood Size of Randomised Local Search Optimally for LeadingOnes. Multitask and Multilingual Modelling for Lexical Analysis. OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. Attention to Refine through Multi-Scales for Semantic Segmentat …

Paper Group ANR 592

October 18, 2019

Pathwise Derivatives Beyond the Reparameterization Trick. Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. Injective State-Image Mapping facilitates Visual Adversarial Imitation Learning. The Convergence of Sparsified Gradient Methods. Magnetic Resonance Spectroscopy Quantification using Deep Learning. On …

Paper Group ANR 594

October 18, 2019

Accelerated physical emulation of Bayesian inference in spiking neural networks. Are Generative Classifiers More Robust to Adversarial Attacks?. Neural Latent Extractive Document Summarization. Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks. Convolutional neural network-based regression for depth prediction in digi …

Paper Group ANR 596

October 18, 2019

Real-valued parametric conditioning of an RNN for interactive sound synthesis. Online Learning Algorithms for Statistical Arbitrage. Generalized Logical Operations among Conditional Events. Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks. A Review on The Use of Deep Learning i …

Paper Group ANR 598

October 18, 2019

Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error. Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem. Evolutionary optimisation of neural network models for fish collective behaviours in mixed groups of robots and zebrafish. Word2Vec and Doc2Vec in Unsupervised …

Paper Group ANR 601

October 18, 2019

An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches. Model-based active learning to detect isometric deformable objects in the wild with deep architectures. Reservoir Computing Universality With Stochastic Inputs. Learning Paths from Signature Tensors. Tourist Navigation in Android Smartphone by using Emotion Gen …

Paper Group ANR 603

October 18, 2019

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. An elementary derivation of the Chinese restaurant process from Sethuraman’s stick-breaking process. Classification of breast cancer histology images using transfer learning. Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection. Gu …

Paper Group ANR 608

October 18, 2019

Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm. Simple Distances for Trajectories via Landmarks. Efficient and Scalable Batch Bayesian Optimization Using K-Means. Introducer Concepts in n-Dimensional Contexts. The Mafiascum Dataset: A Large Text Corpus for Deception Detection. Geometric …

Paper Group ANR 611

October 18, 2019

An Improved Learning Framework for Covariant Local Feature Detection. Generating Triples with Adversarial Networks for Scene Graph Construction. Comparing Generative Adversarial Network Techniques for Image Creation and Modification. How convolutional neural network see the world - A survey of convolutional neural network visualization methods. Rob …

Paper Group ANR 614

October 18, 2019

Predicting Good Configurations for GitHub and Stack Overflow Topic Models. ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction. Convolutional Attention Networks for Multimodal Emotion Recognition from Speech and Text Data. Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioni …

Paper Group ANR 615

October 18, 2019

Deep ChArUco: Dark ChArUco Marker Pose Estimation. q-Neurons: Neuron Activations based on Stochastic Jackson’s Derivative Operators. An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering. Multilingual Neural Machine Translation with Task-Specific Attention. Online Learning with an Almost Perfect Expert. Matrix Recovery wi …

Paper Group ANR 616

October 18, 2019

Multi-level Memory for Task Oriented Dialogs. Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision. Semi-Dense 3D Reconstruction with a Stereo Event Camera. Specular-to-Diffuse Translation for Multi-View Reconstruction. Combining SLAM with muti-spectral photometric stereo for real-time dense 3D reconstruction. Boundary-guided Fea …

Paper Group ANR 619

October 18, 2019

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction. REGMAPR - Text Matching Made Easy. A Semantic Model for Historical Manuscripts. What might matter in autonomous cars adoption: first person versus third person scenarios. A …

Paper Group ANR 622

October 18, 2019

Differentially Private Data Generative Models. Deep Emotion: A Computational Model of Emotion Using Deep Neural Networks. Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games. A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS. Iterative Low-Rank Approximation for CNN Compression. Model-based R …

Paper Group ANR 623

October 18, 2019

Contextual Search via Intrinsic Volumes. Comparing Fairness Criteria Based on Social Outcome. Deep Neural Networks for Choice Analysis: Extracting Complete Economic Information for Interpretation. Learning to Classify from Impure Samples with High-Dimensional Data. Texture Deformation Based Generative Adversarial Networks for Face Editing. Deep Ste …

Paper Group ANR 628

October 18, 2019

Adpositional Supersenses for Mandarin Chinese. Network Decoupling: From Regular to Depthwise Separable Convolutions. Adversarial Auto-encoders for Speech Based Emotion Recognition. Generating Clues for Gender based Occupation De-biasing in Text. Robust Point Light Source Estimation Using Differentiable Rendering. Are BLEU and Meaning Representation …

Paper Group ANR 631

October 18, 2019

The IQ of Artificial Intelligence. Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic. Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering. Improv Chat: Second Response Generation for Chatbot. Deep Transfer Learning for EEG-based Brain Computer Interface. Learning with tree-based tensor …

Paper Group ANR 632

October 18, 2019

Robust and Sparse Regression in GLM by Stochastic Optimization. Low-Dose CT via Deep CNN with Skip Connection and Network in Network. Nonparametric Density Estimation under Adversarial Losses. contextual: Evaluating Contextual Multi-Armed Bandit Problems in R. Supervising Nyström Methods via Negative Margin Support Vector Selection. Counterfactual …

Paper Group ANR 633

October 18, 2019

Abstracting Probabilistic Models: A Logical Perspective. Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline. Information Theoretic Interpretation of Deep learning. On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups. Is Ordered Weighted $\ …

Paper Group ANR 634

October 18, 2019

Constraint-Based Visual Generation. Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking. Crowdsourcing Lung Nodules Detection and Annotation. Depth-Adaptive Computational Policies for Efficient Visual Tracking. Best arm identification in multi-armed bandits wi …

Paper Group ANR 636

October 18, 2019

Multi-cell LSTM Based Neural Language Model. bigMap: Big Data Mapping with Parallelized t-SNE. Network Inference from Temporal-Dependent Grouped Observations. Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders. Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotati …

Paper Group ANR 637

October 18, 2019

Exploring Disentangled Feature Representation Beyond Face Identification. Point-cloud-based place recognition using CNN feature extraction. Plan Explanations as Model Reconciliation – An Empirical Study. Side Information for Face Completion: a Robust PCA Approach. Towards fully automated protein structure elucidation with NMR spectroscopy. Exploit …