machine learning

Paper Group ANR 386

Paper Group ANR 386

July 28, 2019

Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection. Measurement of amplitude of the moiré patterns in digital autostereoscopic 3D display. Who is Smarter? Intelligence Measure of Learning-based Cognitive Radios. Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Select …
Paper Group ANR 387

Paper Group ANR 387

July 28, 2019

A Comparative Quantitative Analysis of Contemporary Big Data Clustering Algorithms for Market Segmentation in Hospitality Industry. Generative Bridging Network in Neural Sequence Prediction. Estimation of Graphlet Statistics. Cross-domain Semantic Parsing via Paraphrasing. Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Cla …
Paper Group ANR 390

Paper Group ANR 390

July 28, 2019

Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness. Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States. Clingcon: The Next Generation. Deep Active Learning over the Long Tail. An Army of Me: Sockpuppets in Online Discussion Communities. Frequentist coverage and …
Paper Group ANR 391

Paper Group ANR 391

July 28, 2019

Semiparametric spectral modeling of the Drosophila connectome. Scalable and Incremental Learning of Gaussian Mixture Models. Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality. Integration of Preferences in Decomposition Multi-Objective Optimization. TensorLog: Deep Learning Meets Probabilistic DBs. MR image re …
Paper Group ANR 392

Paper Group ANR 392

July 28, 2019

Multiresolution Match Kernels for Gesture Video Classification. Private Learning on Networks: Part II. Robust Shape Registration using Fuzzy Correspondences. Approximating Partition Functions in Constant Time. A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip. Expressive power of recurrent neural networks. Co …
Paper Group ANR 393

Paper Group ANR 393

July 28, 2019

Machine Teaching: A New Paradigm for Building Machine Learning Systems. Attention-Based Multimodal Fusion for Video Description. A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation. Closed-Loop Policies for Operational Tests of Safety-Critical Systems. Extracting Core Claims from Scientific …
Paper Group ANR 395

Paper Group ANR 395

July 28, 2019

Does Weather Matter? Causal Analysis of TV Logs. Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world. A Method for Determining Weights of Criterias and Alternative of Fuzzy Group Decision Making Problem. A proposal for ethically traceable artificial intelligence. Learning Independent Causal Mechanisms. Learnin …
Paper Group ANR 399

Paper Group ANR 399

July 28, 2019

Velocity variations at Columbia Glacier captured by particle filtering of oblique time-lapse images. Asymmetric Deep Supervised Hashing. Disentangled Representations for Manipulation of Sentiment in Text. PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks. Single Reference Image based Scene Relighting …
Paper Group ANR 400

Paper Group ANR 400

July 28, 2019

Mechanisms of dimensionality reduction and decorrelation in deep neural networks. Motion Deblurring in the Wild. Estimation of a Low-rank Topic-Based Model for Information Cascades. Development and analysis of a Bayesian water balance model for large lake systems. How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics. Atte …
Paper Group ANR 401

Paper Group ANR 401

July 28, 2019

Multimodal Machine Learning: A Survey and Taxonomy. Chaining Identity Mapping Modules for Image Denoising. Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity. Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation. Object Classification using E …
Paper Group ANR 402

Paper Group ANR 402

July 28, 2019

Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks. DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets. Objective evaluation metrics for automatic classification of EEG events. Gait Pattern Recognition Using Accelerometers. Subpopulation Diversity Based Selecting Migration Moment in …
Paper Group ANR 403

Paper Group ANR 403

July 28, 2019

Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features. Language Models of Spoken Dutch. Discovering Latent Covariance Structures for Multiple Time Series. Cooperative Automated Vehicles: a Review of Opportunities and Challenges in Socially Intelligent Vehicles Beyond Networking. Customized Routing Op …
Paper Group ANR 405

Paper Group ANR 405

July 28, 2019

Plausibility and probability in deductive reasoning. ENIGMA: Efficient Learning-based Inference Guiding Machine. Translating Terminological Expressions in Knowledge Bases with Neural Machine Translation. Image Patch Matching Using Convolutional Descriptors with Euclidean Distance. Training Spiking Neural Networks for Cognitive Tasks: A Versatile Fr …
Paper Group ANR 406

Paper Group ANR 406

July 28, 2019

Deep Learning for Tumor Classification in Imaging Mass Spectrometry. Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge. Learned Multi-Patch Similarity. Detecting Cross-Lingual Plagiarism Using Simulated Word Embeddings. Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge. Time …
Paper Group ANR 407

Paper Group ANR 407

July 28, 2019

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks. Eigenoption Discovery through the Deep Successor Representation. Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results. Discovering Evolutionary Stepping Stones through Behavior Domination. …
Paper Group ANR 408

Paper Group ANR 408

July 28, 2019

Determinantal Point Processes for Mini-Batch Diversification. Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery. Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks. Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recogniti …
Paper Group ANR 409

Paper Group ANR 409

July 28, 2019

Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks. Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration. Deep scattering transform applied to note onset detection and instrument …
Paper Group ANR 410

Paper Group ANR 410

July 28, 2019

Transformational Sparse Coding. Large-scale analysis of disease pathways in the human interactome. Deformation estimation of an elastic object by partial observation using a neural network. Mean Field Residual Networks: On the Edge of Chaos. Efficiency of quantum versus classical annealing in non-convex learning problems. Vehicle Routing Problem wi …
Paper Group ANR 411

Paper Group ANR 411

July 28, 2019

Structural Connectome Validation Using Pairwise Classification. An a Priori Exponential Tail Bound for k-Folds Cross-Validation. Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project. Causal Discovery in the Presence of Measurement Error: Identifiability Conditions. Bi …
Paper Group ANR 412

Paper Group ANR 412

July 28, 2019

Stochastic Maximum Likelihood Optimization via Hypernetworks. The Power of Sparsity in Convolutional Neural Networks. Dynamic texture recognition using time-causal and time-recursive spatio-temporal receptive fields. On Detection of Faint Edges in Noisy Images. Evaluation of Automatic Video Captioning Using Direct Assessment. Rotation Adaptive Visu …
Paper Group ANR 413

Paper Group ANR 413

July 28, 2019

Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation. Linearly-Recurrent Autoencoder Networks for Learning Dynamics. Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations. Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images. Algebraic Imag …
Paper Group ANR 415

Paper Group ANR 415

July 28, 2019

Generalization Properties of Doubly Stochastic Learning Algorithms. SceneSeer: 3D Scene Design with Natural Language. Deep Architectures for Automated Seizure Detection in Scalp EEGs. Minkowski Operations of Sets with Application to Robot Localization. An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Fra …
Paper Group ANR 416

Paper Group ANR 416

July 28, 2019

MomentsNet: a simple learning-free method for binary image recognition. Understanding the Feedforward Artificial Neural Network Model From the Perspective of Network Flow. The loss surface of deep and wide neural networks. Super-Resolution via Deep Learning. Making a long story short: A Multi-Importance fast-forwarding egocentric videos with the em …
Paper Group ANR 417

Paper Group ANR 417

July 28, 2019

Nonparametric Shape-restricted Regression. Learning Sparse Graphs for Prediction and Filtering of Multivariate Data Processes. On The Projection Operator to A Three-view Cardinality Constrained Set. An Extremal Optimization approach to parallel resonance constrained capacitor placement problem. Implicit Manifold Learning on Generative Adversarial N …
Paper Group ANR 418

Paper Group ANR 418

July 28, 2019

A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA. GPU Activity Prediction using Representation Learning. Orthogonal Machine Learning for Demand Estimation: High Dimensional Causal Inference in Dynamic Panels. A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes. Limitations of …
Paper Group ANR 419

Paper Group ANR 419

July 28, 2019

Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks. Convergence analysis of belief propagation for pairwise linear Gaussian models. Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs. Multi-Label Segmentation via Residual-Driven Adaptive Regularization. Te …
Paper Group ANR 421

Paper Group ANR 421

July 28, 2019

Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks. Fast Black-box Variational Inference through Stochastic Trust-Region Optimization. Quantized Minimum Error Entropy Criterion. e-Counterfeit: a mobile-server platform for document counterfeit detection. Learning Deep Energy Models: Contrastive Diver …
Paper Group ANR 422

Paper Group ANR 422

July 28, 2019

Mixing Complexity and its Applications to Neural Networks. Fast-Forward Video Based on Semantic Extraction. Detecting Qualia in Natural and Artificial Agents. How Wrong Am I? - Studying Adversarial Examples and their Impact on Uncertainty in Gaussian Process Machine Learning Models. Automatic Segmentation and Disease Classification Using Cardiac Ci …