deep learning

Paper Group ANR 388

Paper Group ANR 388

July 28, 2019

Misspecified Linear Bandits. Interactive Learning from Policy-Dependent Human Feedback. Tomographic Reconstruction using Global Statistical Prior. High performance ultra-low-precision convolutions on mobile devices. Deep neural network initialization with decision trees. Unsupervised Learning of Morphological Forests. End to End Deep Neural Network …
Paper Group ANR 389

Paper Group ANR 389

July 28, 2019

Convolutional Neural Network Committees for Melanoma Classification with Classical And Expert Knowledge Based Image Transforms Data Augmentation. SLDR-DL: A Framework for SLD-Resolution with Deep Learning. WordFence: Text Detection in Natural Images with Border Awareness. Optimization assisted MCMC. Tracking of enriched dialog states for flexible c …
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 394

Paper Group ANR 394

July 28, 2019

Convolutional Dictionary Learning: A Comparative Review and New Algorithms. Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning. The power of deeper networks for expressing natural functions. A learning problem that is independent of the set theory ZFC axioms. Comparing Rule-Based and Deep Learning Models for Patien …
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 397

Paper Group ANR 397

July 28, 2019

Acquiring Background Knowledge to Improve Moral Value Prediction. Controllable Generative Adversarial Network. Coupled Support Vector Machines for Supervised Domain Adaptation. Derivative Based Focal Plane Array Nonuniformity Correction. Tensors, Learning, and ‘Kolmogorov Extension’ for Finite-alphabet Random Vectors. Lensless Photography with only …
Paper Group ANR 398

Paper Group ANR 398

July 28, 2019

Object categorization in finer levels requires higher spatial frequencies, and therefore takes longer. Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models. Coding-theorem Like Behaviour and Emergence of the Universal Distribution from Resource-bounded Algorithmic Probability. Improved Representation Learn …
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 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 404

Paper Group ANR 404

July 28, 2019

A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts. Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object Recognition. A Classifying Variational Autoencoder with Application to Polypho …
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 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 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 …