adversarial network

Paper Group ANR 323

January 30, 2020

Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection. Learning Norms from Stories: A Prior for Value Aligned Agents. Deep Learning for Localization in the Lung. Sharp Analysis for Nonconvex SGD Escaping from Saddle Points. Stackelberg Punishment and Bully-Proofing Autonomous Vehicles …

Paper Group ANR 327

January 30, 2020

Forecasting the 2017-2018 Yemen Cholera Outbreak with Machine Learning. Physical Adversarial Attacks Against End-to-End Autoencoder Communication Systems. Cascade Feature Aggregation for Human Pose Estimation. Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring. Optimizing Software Effort Estimation Models Using …

Paper Group ANR 328

January 30, 2020

Retrofitting Contextualized Word Embeddings with Paraphrases. Label-PEnet: Sequential Label Propagation and Enhancement Networks forWeakly Supervised Instance Segmentation. Evaluating KGR10 Polish word embeddings in the recognition of temporal expressions using BiLSTM-CRF. One-To-Many Multilingual End-to-end Speech Translation. Assessing the Safety …

Paper Group ANR 329

January 30, 2020

A geometric interpretation of stochastic gradient descent using diffusion metrics. Single Image Reflection Removal with Physically-based Rendering. From explanation to synthesis: Compositional program induction for learning from demonstration. Classification As Decoder: Trading Flexibility For Control In Neural Dialogue. Reliable training and estim …

Paper Group ANR 332

January 30, 2020

Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition. Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. Long-Bone Fracture Detection using Artificial Neural Networks based on Line Features of X-ray Images. Hidden Markov Models derived from Behavior Trees. CircConv: A Structured Convolution …

Paper Group ANR 341

January 30, 2020

Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network. A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction. Pillar in Pillar: Multi-Scale and Dynamic Feature Extraction for 3D Object Detection in Point Clouds. Recommender Systems Notation: Proposed Common Notatio …

Paper Group ANR 342

January 30, 2020

Aspect-Sentiment Embeddings for Company Profiling and Employee Opinion Mining. Scene Compliant Trajectory Forecast with Agent-Centric Spatio-Temporal Grids. Categorizing Wireheading in Partially Embedded Agents. Accelerating Large-Kernel Convolution Using Summed-Area Tables. Learned Point Cloud Geometry Compression. Estimation of Muscle Fascicle Or …

Paper Group ANR 344

January 30, 2020

Classifying textual data: shallow, deep and ensemble methods. Learning Restricted Boltzmann Machines with Arbitrary External Fields. Understand Dynamic Regret with Switching Cost for Online Decision Making. Coordination Group Formation for OnLine Coordinated Routing Mechanisms. Spiking Neural Networks and Online Learning: An Overview and Perspectiv …

Paper Group ANR 345

January 30, 2020

A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. Object Segmentation using Pixel-wise Adversarial Loss. AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation. Deep Value Model Predictive Control. StereoDRNet: Dilated Residual Stereo Net. Question Guided Modular Routing Networks …

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …

Paper Group ANR 356

January 30, 2020

MolecularRNN: Generating realistic molecular graphs with optimized properties. Deep Fitting Degree Scoring Network for Monocular 3D Object Detection. Voice command generation using Progressive Wavegans. A survey on acoustic sensing. Group-Connected Multilayer Perceptron Networks. Contrastive Reasons Detection and Clustering from Online Polarized De …

Paper Group ANR 358

January 30, 2020

A Weighted Functional Object-Oriented Network for Task Planning. Facility Location Problem with Capacity Constraints: Algorithmic and Mechanism Design Perspectives. Effective Integration of Symbolic and Connectionist Approaches through a Hybrid Representation. Software-defined Design Space Exploration for an Efficient DNN Accelerator Architecture. …

Paper Group ANR 362

January 30, 2020

Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. Situational Grounding within Multimodal Simulations. The invisible power of fairness. How machine learning shapes democracy. Why we need an AI-resilient society. Benign Overfitting in Linear Regression. When Does Non-Orthogonal Tensor Decomposition Have No Spurio …

Paper Group ANR 365

January 30, 2020

Analyzing the Cross-Sensor Portability of Neural Network Architectures for LiDAR-based Semantic Labeling. A Theory of Uncertainty Variables for State Estimation and Inference. Applying Abstract Argumentation Theory to Cooperative Game Theory. Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set. Enhancing the …

Paper Group ANR 369

January 30, 2020

Self-Assignment Flows for Unsupervised Data Labeling on Graphs. Manifold Fitting under Unbounded Noise. Who is in Your Top Three? Optimizing Learning in Elections with Many Candidates. Fast and accurate reconstruction of HARDI using a 1D encoder-decoder convolutional network. Interpreting Distortions in Dimensionality Reduction by Superimposing Nei …

Paper Group ANR 371

January 30, 2020

Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications. Using Causal Analysis to Learn Specifications from Task Demonstrations. Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification. Hyperspectral and multispectral image fusion under spectrally varying spatial blurs – Application to …

Paper Group ANR 373

January 30, 2020

Scene Induced Multi-Modal Trajectory Forecasting via Planning. A Facial Affect Analysis System for Autism Spectrum Disorder. Fast LLMMSE filter for low-dose CT imaging. Curriculum Learning for Deep Generative Models with Clustering. Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid …

Paper Group ANR 377

January 30, 2020

Influences in Forecast Errors for Wind and Photovoltaic Power: A Study on Machine Learning Models. Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection. Diversity in Fashion Recommendation using Semantic Parsing. Anti-Confusing: Region-Aware Network for Human Pose Estimation. Minimax Weight and Q-Function Learning for Off-Po …

Paper Group ANR 385

January 30, 2020

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?. Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. Factor Analysis in Fault Diagnostics Using Random Forest. Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. Semantic Adversarial Network wi …

Paper Group ANR 389

January 30, 2020

Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach. Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound. Neuromorphic Hardware learns to learn. Robust Local Features for Improving the Generalization of Adversarial Training. A Novel CMB Com …

Paper Group ANR 397

January 30, 2020

Markov chain Monte Carlo algorithms with sequential proposals. On-Device Neural Net Inference with Mobile GPUs. Contrast Phase Classification with a Generative Adversarial Network. Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?. Biologically inspired architectures for sample-efficient deep reinforcement learning. Prun …

Paper Group ANR 399

January 30, 2020

Riposte! A Large Corpus of Counter-Arguments. Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues. Perceptual Attention-based Predictive Control. Online Non-Convex Learning: Following the Perturbed Leader is Optimal. An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. Hamiltonian Monte-Carlo f …

Paper Group ANR 401

January 30, 2020

KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects. A Tool for Spatio-Temporal Analysis of Social Anxiety with Twitter Data. Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. BERE: An accurate distantly supervised biomedical entity relation extraction network. Antonym-Synonym Classi …

Paper Group ANR 404

January 30, 2020

Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering. Structured Monte Carlo Sampling for Nonisotropic Distributions via Determinantal Point Processes. Deep Learning in Alzheimer’s disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data. Parameter Efficient Training of Deep Convolutio …

Paper Group ANR 408

January 30, 2020

Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices. Continual Prediction from EHR Data for Inpatient Acute Kidney Injury. Datalog Reasoning over Compressed RDF Knowledge Bases. Synthesizing facial photometries and corresponding geometries using generative adversarial networks. Barnes-Hut Approximation for …

Paper Group ANR 409

January 30, 2020

Analysis Of Momentum Methods. A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. High-dimensional semi-supervised learning: in search for optimal inference of the mean. Quality analysis of DCGAN-generated mammography lesions. Learning Str …

Paper Group ANR 410

January 30, 2020

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval. Multi-Task Learning with Language Modeling for Question Generation. Electrical Impedance Tomography based on Genet …

Paper Group ANR 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …