adversarial network

Paper Group ANR 771

October 17, 2019

Learning to Reason. Classification Uncertainty of Deep Neural Networks Based on Gradient Information. Goal-oriented Trajectories for Efficient Exploration. Stochastic Block Model for Hypergraphs: Statistical limits and a semidefinite programming approach. Physics-Informed Kriging: A Physics-Informed Gaussian Process Regression Method for Data-Model …

Paper Group ANR 775

October 17, 2019

Resolving Referring Expressions in Images With Labeled Elements. Fast Interactive Image Retrieval using large-scale unlabeled data. Deep-Temporal LSTM for Daily Living Action Recognition. Deception Detection by 2D-to-3D Face Reconstruction from Videos. Learning Interpretable Rules for Multi-label Classification. Leveraging human knowledge in tabula …

Paper Group ANR 779

October 17, 2019

Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification. Is it worth it? Budget-related evaluation metrics for model selection. Categorization of Semantic Roles for Dictionary Definitions. The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data. Simultaneous Optical Flow …

Paper Group ANR 780

October 17, 2019

Deep Video Color Propagation. A Precedent Approach to Assigning Access Rights. Transfer Learning using Representation Learning in Massive Open Online Courses. Greedy stochastic algorithms for entropy-regularized optimal transport problems. Model Selection for Generalized Zero-shot Learning. Bringing back simplicity and lightliness into neural image …

Paper Group ANR 781

October 17, 2019

Internal node bagging. Distance Measure Machines. On PAC-Bayesian Bounds for Random Forests. Geometric Median Shapes. Degree based Classification of Harmful Speech using Twitter Data. Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners. Iterative Recursive Attention Model for Interpretable Sequence Classific …

Paper Group ANR 785

October 17, 2019

Co-occurrence of the Benford-like and Zipf Laws Arising from the Texts Representing Human and Artificial Languages. Deep Learning Approach for Predicting 30 Day Readmissions after Coronary Artery Bypass Graft Surgery. dynnode2vec: Scalable Dynamic Network Embedding. A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival …

Paper Group ANR 787

October 17, 2019

Generative Temporal Models with Spatial Memory for Partially Observed Environments. A Survey on Joint Object Detection and Pose Estimation using Monocular Vision. Network-based protein structural classification. Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences. Local Probabilistic Model for Bayesian Classification: …

Paper Group ANR 788

October 17, 2019

Stochastic Optimal Control of Epidemic Processes in Networks. Decision Provenance: Harnessing data flow for accountable systems. Simultaneous Recognition of Horizontal and Vertical Text in Natural Images. Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features. Facial Expression Recognition …

Paper Group ANR 790

October 17, 2019

Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation. A Mixture Model Based Defense for Data Poisoning Attacks Against Naive Bayes Spam Filters. Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition. Learning to Ask Good Questions: Ranking Clarifi …

Paper Group ANR 792

October 17, 2019

Coarse-to-fine Semantic Segmentation from Image-level Labels. The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling. Boosting the Robustness Verification of DNN by Identifying the Achilles’s Heel. Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!. Mask-aware Photorealistic Face Attribu …

Paper Group ANR 793

October 17, 2019

Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras. Explaining Away Syntactic Structure in Semantic Document Representations. Recent Developments from Attribute Profiles for Remote Sensing Image Classification. A Regularized Attention Mechanism for Graph Attention Networks. IR2VI: Enhanced Night Environmental Perce …

Paper Group ANR 795

October 17, 2019

Estimating Small Differences in Car-Pose from Orbits. Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks. Multitask Painting Categorization by Deep Multibranch Neural Network. DeepSIC: Deep Semantic Image Compression. Slice Sampling Particle Belief Propagation. Leveraging Adiabatic Quantum Computation for Elect …

Paper Group ANR 801

October 17, 2019

StackNet: Stacking Parameters for Continual learning. An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams. From biological vision to unsupervised hierarchical sparse coding. On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks. Pose Estimation for Non-Cooperative Sp …

Paper Group ANR 804

October 17, 2019

It was the training data pruning too!. Using Autoencoders To Learn Interesting Features For Detecting Surveillance Aircraft. Real-time Faulted Line Localization and PMU Placement in Power Systems through Convolutional Neural Networks. The Role of Conditional Independence in the Evolution of Intelligent Systems. Measuring the Temporal Behavior of Re …

Paper Group ANR 806

October 17, 2019

Using Convolutional Neural Networks for Determining Reticulocyte Percentage in Cats. Scalable inference for crossed random effects models. Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks. Network Features Based Co-hyponymy Detection. Kernel Conjugate Gradient Methods with Random Projections. Deep Interactive Evoluti …

Paper Group ANR 814

October 17, 2019

Agent cognition through micro-simulations: Adaptive and tunable intelligence with NetLogo LevelSpace. Learning Confidence Sets using Support Vector Machines. Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning. Self-organizing maps and generalization: an algorithmic description of Numerosity and Variability Effects. Eliminat …

Paper Group ANR 816

October 17, 2019

Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning. Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator. Confidence Estimation and Deletion Prediction Using Bidirectional Recurrent Neural Networks. SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learni …

Paper Group ANR 822

October 17, 2019

Event Extraction with Generative Adversarial Imitation Learning. Graph Diffusion-Embedding Networks. Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory Learners. Automated Detection of Acute Leukemia using K-mean Clustering Algorithm. Communication Compression for Decentralized Training. Finding Answers from th …

Paper Group ANR 823

October 17, 2019

Controlling the privacy loss with the input feature maps of the layers in convolutional neural networks. Robust Active Learning for Electrocardiographic Signal Classification. COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks. Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. Advers …

Paper Group ANR 825

October 17, 2019

Supervised Domain Enablement Attention for Personalized Domain Classification. Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. A Genetic Programming Framework for 2D Platform AI. Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks. Statistical …

Paper Group ANR 826

October 17, 2019

Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation. In-silico Risk Analysis of Personalized Artificial Pancreas Controllers via Rare-event Simulation. Echo state networks are universal. Convexity Shape Prior for Level Set based Image Segmentation Method. Context-Specific Validation of Data-Driven Models. Asynchron …

Paper Group ANR 828

October 17, 2019

Spoofing PRNU Patterns of Iris Sensors while Preserving Iris Recognition. Evolving Graphs with Semantic Neutral Drift. Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report. Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines. Spatiotemporal Manifold Prediction …

Paper Group ANR 832

October 17, 2019

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network. Physics-aware Deep Generative Models for Creating Synthetic Microstructures. Privacy-preserving classifiers recognize shared mobility behaviours from WiFi network imperfect data. NLP-assisted software testing: A systematic mapping of the literature. CA …

Paper Group ANR 841

October 17, 2019

End-to-End Speech-Driven Facial Animation with Temporal GANs. Intensity and Rescale Invariant Copy Move Forgery Detection Techniques. A Factoid Question Answering System for Vietnamese. Streaming End-to-end Speech Recognition For Mobile Devices. A Dialogue Annotation Scheme for Weight Management Chat using the Trans-Theoretical Model of Health Beha …

Paper Group ANR 846

October 17, 2019

Adversarial Learning with Local Coordinate Coding. Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective. Sequential change-point detection in high-dimensional Gaussian graphical models. SCORES: Shape Composition with Recursive Substructure Priors. Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. …

Paper Group ANR 847

October 17, 2019

What’s Going On in Neural Constituency Parsers? An Analysis. A Tour of Reinforcement Learning: The View from Continuous Control. A latent topic model for mining heterogenous non-randomly missing electronic health records data. Learning Visual Question Answering by Bootstrapping Hard Attention. Domain Alignment with Triplets. A Neurobiological Evalu …

Paper Group ANR 848

October 17, 2019

Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning. Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting. Preventing Unnecessary Groundings in the Lifte …

Paper Group ANR 850

October 17, 2019

Spectral Signatures in Backdoor Attacks. ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans. Pool-Based Sequential Active Learning for Regression. Parameters identification method for breast biomechanical numerical model. Deep Covariance Descriptors for Facial Expression Recognition. Human Em …