adversarial network

Paper Group ANR 1631

January 25, 2020

Chainer: A Deep Learning Framework for Accelerating the Research Cycle. Multi-sense Definition Modeling using Word Sense Decompositions. Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network. Black-Box Decision based Adversarial Attack with Symmetric $α$-stable Distribution. Domain-Specific Priors and Meta L …

Paper Group ANR 1632

January 25, 2020

Resolution enhancement in scanning electron microscopy using deep learning. Automated Classification of Seizures against Nonseizures: A Deep Learning Approach. FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition. Spatiotemporal Feature Learning for Event-Based Vision. Learnability Can Be Independent of ZFC Axioms: Explanations …

Paper Group ANR 1633

January 25, 2020

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss. Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods. Composite Neural Network: Theory and Application to PM2 …

Paper Group ANR 1634

January 25, 2020

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting. Data-driven Policy on Feasibility Determination for the Train Shunting Problem. SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules. U-CNNpred: A Universal CNN-based Predictor for Stock Markets. An Algorithmic In …

Paper Group ANR 1637

January 25, 2020

Computational Socioeconomics. Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain. Fitted Q-Learning in Mean-field Games. Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence. Generalised learning of time-series: Ornstein-Uhlenbeck processes. Vi …

Paper Group ANR 1638

January 25, 2020

A Distributed Approach towards Discriminative Distance Metric Learning. Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards. High Fidelity Face Manipulation with Extreme Pose and Expression. Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference. Hidden State Guidance: Improving Image Caption …

Paper Group ANR 1640

January 25, 2020

Leveraging Deep Learning to Improve the Performance Predictability of Cloud Microservices. Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models. EcoLens: Visual Analysis of Urban Region Dynamics Using Traffic Data. Automatic Detection and Classification of Cognitive Distortions in Mental Health Text. Inoculation …

Paper Group ANR 1641

January 25, 2020

MIDV-2019: Challenges of the modern mobile-based document OCR. Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. Fair Algorithms for Clustering. Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version). Multi-Modal Deep Clustering: Unsupervised …

Paper Group ANR 1644

January 25, 2020

When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks. Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation. Spatio-Temporal Attention Pooling for Audio Scene Classification. A Robust Non-Linear and Feature-Selection Image Fusion Theory. C-3PO: Cyclic-Three-Phase Optimization for …

Paper Group ANR 1648

January 25, 2020

A Stochastic Proximal Point Algorithm for Saddle-Point Problems. 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation. Few-shot Learning with Contextual Cueing for Object Recognition in Complex Scenes. Space-adaptive anisotropic bivariate Laplacian regularization for image restoration. Sola …

Paper Group ANR 1649

January 25, 2020

Building Dynamic Knowledge Graphs from Text-based Games. Drishtikon: An advanced navigational aid system for visually impaired people. Unsupervised routine discovery in egocentric photo-streams. Action Recognition Using Volumetric Motion Representations. Coloring the Black Box: Visualizing neural network behavior with a self-introspective model. Op …

Paper Group ANR 1655

January 25, 2020

Learning Embeddings from Cancer Mutation Sets for Classification Tasks. Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding. A Hybrid Precipitation Prediction Method based on Multicellular Gene Expression Programming. Fraud Detection in Networks: State-of-the-art. Deep lea …

Paper Group ANR 1656

January 25, 2020

OCTNet: Trajectory Generation in New Environments from Past Experiences. MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding. Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery. Simultaneous Contact, Gait and Motion Planning for Robust Multi- …

Paper Group ANR 1657

January 25, 2020

Semantic Example Guided Image-to-Image Translation. Shadow Transfer: Single Image Relighting For Urban Road Scenes. One-to-one Mapping for Unpaired Image-to-image Translation. Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning. Characterizing the Variability in Face Recognition Accuracy Relat …

Paper Group ANR 1658

January 25, 2020

Learning from Web Data with Self-Organizing Memory Module. Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield. Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators. Learning to Detect and Retrieve Objects from Unlabeled Videos. Sentiment Tagging with Partial Labe …

Paper Group ANR 1659

January 25, 2020

Multimodal Dataset of Human-Robot Hugging Interaction. Heartbeat Anomaly Detection using Adversarial Oversampling. Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce. Meta-Q-Learning. Neural Logic Reinforcement Learning. Learning Disentangled Representations with Reference-Based Variational Autoencode …

Paper Group ANR 1662

January 25, 2020

Machine-learning techniques for the optimal design of acoustic metamaterials. Design and Evaluation of Product Aesthetics: A Human-Machine Hybrid Approach. Robust Linear Discriminant Analysis Using Ratio Minimization of L1,2-Norms. Conditional Response Generation Using Variational Alignment. Medical Imaging with Deep Learning: MIDL 2019 – Extended …

Paper Group ANR 1664

January 25, 2020

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …

Paper Group ANR 1666

January 25, 2020

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …

Paper Group ANR 1668

January 25, 2020

Natural Language Generation Challenges for Explainable AI. STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting. HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing. Multilevel Initialization for Layer-Parallel Deep Neural Network Training. Distributed creation of Machine learning …

Paper Group ANR 1677

January 25, 2020

On Training Flexible Robots using Deep Reinforcement Learning. A Framework For Identifying Group Behavior Of Wild Animals. Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding. A Study of Machine Learning Models in Predicting the Intention of Adolescents to Smoke Cigarettes. Multi-defect microscopy …

Paper Group ANR 1679

January 25, 2020

Deep Reasoning with Multi-Scale Context for Salient Object Detection. Mixed Precision DNNs: All you need is a good parametrization. Neural network gradient-based learning of black-box function interfaces. Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster. Salient Object Detection with Lossless Feature Reflection an …

Paper Group ANR 1681

January 25, 2020

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. Autonomous Highway Driving using Deep Reinforcement Learning. Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification. A Commentary on “Breaking Row and Column Symmetries in Matrix Models”. Transfer Learning-Based Outdoor Position Recove …

Paper Group ANR 1682

January 25, 2020

LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks. A Comprehensive Performance Evaluation for 3D Transformation Estimation Techniques. Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks. Community-Level Anomaly Detection for Anti-Money Laundering. How is Your Mood When Writing Sexist tweets? …

Paper Group ANR 1684

January 25, 2020

Unsupervised Method to Localize Masses in Mammograms. Aligning Biomedical Metadata with Ontologies Using Clustering and Embeddings. Interpretable Text Classification Using CNN and Max-pooling. Time Series Imputation. Predicting Specificity in Classroom Discussion. Information Bottleneck and its Applications in Deep Learning. Segmentation is All You …

Paper Group ANR 1686

January 25, 2020

Explicit Disentanglement of Appearance and Perspective in Generative Models. Few-Shot Point Cloud Region Annotation with Human in the Loop. Transfer Adaptation Learning: A Decade Survey. Using Bi-Directional Information Exchange to Improve Decentralized Schedule-Driven Traffic Control. Sparse Parallel Training of Hierarchical Dirichlet Process Topi …

Paper Group ANR 1689

January 25, 2020

Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. Kernel-Based Ensemble Learning in Python. Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval. Computation Reallocation for Object Detection. Deep Learning for Automated Classification and Character …

Paper Group ANR 1691

January 25, 2020

Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators. Transfer Learning for Prosthetics Using Imitation Learning. CryptoNN: Training Neural Networks over Encrypted Data. Deep Metric Learning with Alternating Projections onto Feasible Sets. Nonstochastic Multiarmed Bandits with Unrestricted Delays. Recommendation as a Comm …