EEG

Paper Group ANR 446

Paper Group ANR 446

January 30, 2020

Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language. Generalization in Transfer Learning. Model-based Lookahead Reinforcement Learning. Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit. KBSET – Knowledge-Based Support for Scholarly Editing and Text Processing. Three-Way Decisions-B …
Paper Group ANR 478

Paper Group ANR 478

January 30, 2020

Complement Face Forensic Detection and Localization with FacialLandmarks. Knowledge Flow: Improve Upon Your Teachers. Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine. First Analysis of Local GD on Heterogeneous Data. Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Ima …
Paper Group ANR 479

Paper Group ANR 479

January 30, 2020

Efficient Discovery of Expressive Multi-label Rules using Relaxed Pruning. Generating and Exploiting Probabilistic Monocular Depth Estimates. The Non-IID Data Quagmire of Decentralized Machine Learning. Gradient-based Optimization for Bayesian Preference Elicitation. A Survey of the Recent Architectures of Deep Convolutional Neural Networks. Electr …
Paper Group ANR 480

Paper Group ANR 480

January 30, 2020

Analysis of Ward’s Method. MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender Systems. Defending Against Adversarial Iris Examples Using Wavelet Decomposition. Generalized Resilience and Robust Statistics. Labeler-hot Detection of EEG Epileptic Transients. Contract Statements Knowledge Service for Chatbots. Non-Ga …
Paper Group ANR 481

Paper Group ANR 481

January 29, 2020

Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach based on GAN. A Compositional Model of Multi-faceted Trust for Personalized Item Recommendation. Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data. Spectral …
Paper Group ANR 486

Paper Group ANR 486

January 29, 2020

Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach. Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. A Concert-planning Tool for Independent Musicians by Machine Learning Models. ICSTra …
Paper Group ANR 487

Paper Group ANR 487

January 29, 2020

Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function Convolution. Lifelong learning for text retrieval and recognition in historical handwritten document collections. Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals. IC-Network: An Inter-layer Collision Ne …
Paper Group ANR 489

Paper Group ANR 489

January 29, 2020

Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images. Local block-wise self attention for normal organ segmentation. Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening. Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout. Individualized Multilayer Tensor Le …
Paper Group ANR 491

Paper Group ANR 491

January 29, 2020

Controlling Steering Angle for Cooperative Self-driving Vehicles utilizing CNN and LSTM-based Deep Networks. Does deep learning always outperform simple linear regression in optical imaging?. Optimal mini-batch and step sizes for SAGA. Neural Architecture Search in Embedding Space. Nested Cavity Classifier: performance and remedy. Proximal Distille …
Paper Group ANR 497

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …
Paper Group ANR 528

Paper Group ANR 528

January 29, 2020

$b$-Bit Sketch Trie: Scalable Similarity Search on Integer Sketches. First order expansion of convex regularized estimators. Explaining Predictions from Tree-based Boosting Ensembles. Commonsense Reasoning Using WordNet and SUMO: a Detailed Analysis. Can You Trust Your Model’s Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift. An i …
Paper Group ANR 531

Paper Group ANR 531

January 29, 2020

Heterogeneous Network Motifs. Bilinear discriminant feature line analysis for image feature extraction. Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation. Canada Protocol: an ethical checklist for the use of Artificial Intelligence in Suicide Prevention and Mental Health. Classification of Motorcycles using Ext …
Paper Group ANR 548

Paper Group ANR 548

January 29, 2020

Machine learning and glioma imaging biomarkers. Splitting Methods for Convex Bi-Clustering and Co-Clustering. Learning Multilingual Word Embeddings Using Image-Text Data. PVSS: A Progressive Vehicle Search System for Video Surveillance Networks. Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces. Towards vision-based robotic skins: a …
Paper Group ANR 587

Paper Group ANR 587

January 29, 2020

End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification. IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching. SketchZooms: Deep multi-view descri …
Paper Group ANR 598

Paper Group ANR 598

January 29, 2020

Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation. Single Versus Union: Non-parallel Support Vector Machine Frameworks. Generalization Bounds in the Predict-then-Optimize Framework. Network of Evolvable Neural Units: Evolving to Learn at a Synaptic Level. Transform-Domain Classification of Human Cells based …
Paper Group ANR 601

Paper Group ANR 601

January 29, 2020

Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images. A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks. Multi-PCA based Fault Detection Model Combined with Prior knowledge of HVAC. White Noise Analysis of Neural Networks. Where Do Huma …
Paper Group ANR 630

Paper Group ANR 630

January 29, 2020

Redirection Controller Using Reinforcement Learning. Robust Learning-based Predictive Control for Constrained Nonlinear Systems. Polynomial-time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation (Technical Report). Supervized Segmentation with Graph-Structured Deep Metric Learning. A Many Objective Optimization Appr …
Paper Group ANR 657

Paper Group ANR 657

January 29, 2020

A semi-supervised deep residual network for mode detection in Wi-Fi signals. High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality. Non-Structured DNN Weight Pruning – Is It Beneficial in Any Platform?. A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging. A Neural …
Paper Group ANR 672

Paper Group ANR 672

January 29, 2020

Proposition d’une nouvelle approche d’extraction des motifs fermés fréquents. Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. EAT2seq: A generic framework for controlled sentence transformation without task-specific training. Sudden Death: A New Way to Compare Recommendation Diversificatio …
Paper Group ANR 725

Paper Group ANR 725

January 29, 2020

Nostalgin: Extracting 3D City Models from Historical Image Data. Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs – II: Explicit Cons …
Paper Group ANR 757

Paper Group ANR 757

January 29, 2020

The Quo Vadis submission at Traffic4cast 2019. Neural Abstractive Text Summarization and Fake News Detection. Learning Feature Interactions with Lorentzian Factorization Machine. On the Impact of the Activation Function on Deep Neural Networks Training. Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction. Scen …
Paper Group ANR 1022

Paper Group ANR 1022

January 28, 2020

An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction. A Maximum Entropy approach to Massive Graph Spectra. Continuous Speech Recognition using EEG and Video. Combining Deep Learning and Model-Based Methods for Robust Real-Time Semantic Landmark Detection. Coercing Machine Learning to Output Physically …
Paper Group ANR 1023

Paper Group ANR 1023

January 28, 2020

Transcriptional Response of SK-N-AS Cells to Methamidophos. Signal propagation in continuous approximations of binary neural networks. Transformer-based Acoustic Modeling for Hybrid Speech Recognition. A Proposal-based Approach for Activity Image-to-Video Retrieval. Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation. …
Paper Group ANR 1033

Paper Group ANR 1033

January 28, 2020

Sample-efficient Adversarial Imitation Learning from Observation. RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration. Neural Architecture Search on Acoustic Scene Classification. Predicting Tomorrow’s Headline using Today’s Twitter Deliberations. Prediction of wall-bounded turbulence from wall quantities us …
Paper Group ANR 1049

Paper Group ANR 1049

January 28, 2020

Prediction of Dashed Café Wall illusion by the Classical Receptive Field Model. EEG-Based Emotion Recognition Using Regularized Graph Neural Networks. Active inference body perception and action for humanoid robots. Invariant Tensor Feature Coding. Adversarial Video Generation on Complex Datasets. Distilling Policy Distillation. Permutation Recover …
Paper Group ANR 1057

Paper Group ANR 1057

January 28, 2020

Discovering topics with neural topic models built from PLSA assumptions. Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples. Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. The FRENK Datasets of Socially Unacceptable Discourse in Slovene and English. DeepCenterline: a Multi-task Fully Convolu …
Paper Group ANR 1066

Paper Group ANR 1066

January 28, 2020

Learning Representations by Maximizing Mutual Information in Variational Autoencoders. CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. Cognitive Systems Approach to Smart Cities. Efforts estimation of doctors annotating medical image. Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian. T …
Paper Group ANR 770

Paper Group ANR 770

January 28, 2020

Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator. Visualizing High Dimensional Dynamical Processes. Deep Learning Approach on Information Diffusion in Heterogeneous Networks. A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry. L 1-norm double backpropagation adversarial defense. Perceptuall …