EEG

Paper Group ANR 771

Paper Group ANR 771

January 28, 2020

Automatic Layout Generation with Applications in Machine Learning Engine Evaluation. OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies. A Neural Network Architecture for Learning Word-Referent Associations in Multiple Contexts. Learning from Multi-User Activity Trails for B2B Ad Targeting. Property Invariant Embe …
Paper Group ANR 777

Paper Group ANR 777

January 28, 2020

Distributed Maximization of Submodular plus Diversity Functions for Multi-label Feature Selection on Huge Datasets. Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network. Reinforcement Learning with Fairness Constraints for Resource Distribution in Human-Robot Teams. Approximate Dynamic Programming For Linear Systems with …
Paper Group ANR 805

Paper Group ANR 805

January 28, 2020

Triple Generative Adversarial Networks. Convolutional neural network for detection and classification of seizures in clinical data. Convolutional Neural Networks for Automatic Meter Reading. The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures. Towards Inconsistency Measurement in …
Paper Group ANR 818

Paper Group ANR 818

January 28, 2020

Semantic Source Code Search: A Study of the Past and a Glimpse at the Future. Short-term prediction of Electricity Outages Caused by Convective Storms. Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering. It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution. Mental Task C …
Paper Group ANR 836

Paper Group ANR 836

January 28, 2020

Boosting Image Recognition with Non-differentiable Constraints. Dynamic Past and Future for Neural Machine Translation. Liver Steatosis Segmentation with Deep Learning Methods. Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples. Spatial Filtering Pipeline Evaluation of Cortically Coupled Compute …
Paper Group ANR 845

Paper Group ANR 845

January 28, 2020

Nearest-Neighbor Neural Networks for Geostatistics. Deep Face Recognition Model Compression via Knowledge Transfer and Distillation. Optimisation of Air-Ground Swarm Teaming for Target Search, using Differential Evolution. Projection pursuit based on Gaussian mixtures and evolutionary algorithms. Quadruply Stochastic Gradient Method for Large Scale …
Paper Group ANR 852

Paper Group ANR 852

January 28, 2020

Cross-Domain Cascaded Deep Feature Translation. Assessing Partisan Traits of News Text Attributions. Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations. ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. Snowball: Iterative Model Evolution and Confident Sample Discovery for Se …
Paper Group ANR 853

Paper Group ANR 853

January 28, 2020

Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques. Open Set Domain Adaptation for Image and Action Recognition. Predicting Soil pH by Using Nearest Fields. The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. On the Vulnerability of CNN Classifiers in EEG-Based BCIs. Develop …
Paper Group ANR 858

Paper Group ANR 858

January 28, 2020

Revealing Backdoors, Post-Training, in DNN Classifiers via Novel Inference on Optimized Perturbations Inducing Group Misclassification. Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects. Predicting passenger origin-destination in online taxi-hailing systems. An Empirical Study of Factors Affe …
Paper Group ANR 859

Paper Group ANR 859

January 28, 2020

Unsupervised Primitive Discovery for Improved 3D Generative Modeling. Behavior Planning of Autonomous Cars with Social Perception. Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model. Neural networks for option pricing and hedging: a literature review. Focusing and Diffusion: Bidirectional Attentive Graph Convoluti …
Paper Group ANR 909

Paper Group ANR 909

January 28, 2020

Optimal low rank tensor recovery. AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers. Decoding of visual-related information from the human EEG using an end-to-end deep learning approach. Joint Spatial and Angular Super-Resolution from a Single Image. Triangulation: Why Optimize?. Generating Highly Relevant Questions. Basis Prediction Ne …
Paper Group ANR 920

Paper Group ANR 920

January 28, 2020

Combinatorial Bayesian Optimization using the Graph Cartesian Product. Deep Algorithm Unrolling for Blind Image Deblurring. Adversarial Robustness May Be at Odds With Simplicity. On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems. On the approximation of the solution of partial differential equations by …
Paper Group ANR 987

Paper Group ANR 987

January 28, 2020

Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks. Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels. Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. InfoMask: Masked Variational Latent Representation to Localize Chest Disease. It …
Paper Group ANR 993

Paper Group ANR 993

January 28, 2020

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals. Class-dependent Compression of Deep Neural Networks. Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. Radiological imag …
Paper Group ANR 1070

Paper Group ANR 1070

January 27, 2020

A Geometric Perspective on Optimal Representations for Reinforcement Learning. The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. Marginally-calibrated deep distributional regression. Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. Classification of Two-channel Sign …
Paper Group ANR 1153

Paper Group ANR 1153

January 27, 2020

Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification. BUT VOiCES 2019 System Description. Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation. White-Box Target Attack for EEG-Based BCI Regression Problems. Future Frame Prediction Using Convolutional VRNN for Ano …
Paper Group ANR 1170

Paper Group ANR 1170

January 27, 2020

Multi-label Categorization of Accounts of Sexism using a Neural Framework. Exploring Computational User Models for Agent Policy Summarization. Deep Convolutional Networks in System Identification. Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression. Human Action Recognition with Deep Temporal Pyramids. Robust Classifica …
Paper Group ANR 1226

Paper Group ANR 1226

January 27, 2020

CheckNet: Secure Inference on Untrusted Devices. Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach. A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings. Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection. Real-Time Object Tracking via Meta-Learning: E …
Paper Group ANR 1262

Paper Group ANR 1262

January 27, 2020

Parallel Restarted SPIDER – Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions. Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. A Compara …
Paper Group ANR 1276

Paper Group ANR 1276

January 27, 2020

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events. Graph-based Multi-view Binary Learning for Image Clustering. Toward a Computational Theory of Evidence-Based Reasoning for Instructable Cognitive Agents. Learning eating environments through scene clustering. Online Debiasing for Adaptively Coll …
Paper Group ANR 1281

Paper Group ANR 1281

January 27, 2020

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making. The Runtime of the Compact Genetic Algorithm on Jump Functions. Learning Variable Ordering Heuristics for Solving Constraint Satisfaction P …
Paper Group ANR 1282

Paper Group ANR 1282

January 27, 2020

Human-like Decision Making for Autonomous Driving via Adversarial Inverse Reinforcement Learning. Technical Report on Visual Quality Assessment for Frame Interpolation. Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer. Simulation Model of Two-Robot Cooperation in Common Operating …
Paper Group ANR 1283

Paper Group ANR 1283

January 27, 2020

An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks. McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds. A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection. Lower Dimensional Kernels …
Paper Group ANR 1384

Paper Group ANR 1384

January 26, 2020

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. Neural Network-based Equalizer by Utilizing Coding Gain in Advance. Capturing Evolution Genes for Time Series Data. Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment. Inference of a Multi …
Paper Group ANR 1386

Paper Group ANR 1386

January 26, 2020

A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition. Dynamical Systems as Temporal Feature Spaces. Measuring the Similarity between Materials with an Emphasis on the Materials Distinctiveness. Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting. SCNN: A General Distribution based Statistical Conv …
Paper Group ANR 1388

Paper Group ANR 1388

January 26, 2020

Modal clustering asymptotics with applications to bandwidth selection. Debiasing Word Embeddings Improves Multimodal Machine Translation. A-Phase classification using convolutional neural networks. Electroencephalography based Classification of Long-term Stress using Psychological Labeling. Machine learning without a feature set for detecting burst …
Paper Group ANR 1423

Paper Group ANR 1423

January 26, 2020

Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments. Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. Improving Generalization in Meta Reinforcement Learning using Learned Objectives. Real-Time EEG Classification via Coresets for BCI Applications. Evaluating the Robustne …
Paper Group ANR 1428

Paper Group ANR 1428

January 26, 2020

Computationally Efficient Neural Image Compression. Differential Description Length for Hyperparameter Selection in Machine Learning. Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version). Domain Adaptive Dialog Generation via Meta Learning. ACUTE-EVAL: Improved Dialogue Evaluation with Op …