Matrix Completion

Paper Group ANR 416

October 18, 2019

Pieces of Eight: 8-bit Neural Machine Translation. In situ TensorView: In situ Visualization of Convolutional Neural Networks. Semi-Metrification of the Dynamic Time Warping Distance. Representation Learning by Reconstructing Neighborhoods. Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks. Deep Stereo Matching with Expl …

Paper Group ANR 473

October 18, 2019

Classification of lung nodules in CT images based on Wasserstein distance in differential geometry. Graph Laplacian mixture model. Learning Concept Abstractness Using Weak Supervision. From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. Deep neural networks algorithms for stochastic control problems on …

Paper Group ANR 474

October 18, 2019

Anti-drift in electronic nose via dimensionality reduction: a discriminative subspace projection approach. Bottom-up Attention, Models of. View-volume Network for Semantic Scene Completion from a Single Depth Image. Federated Learning via Over-the-Air Computation. Approximate Method of Variational Bayesian Matrix Factorization/Completion with Spars …

Paper Group ANR 475

October 18, 2019

Envy-Free Classification. Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction with Archive. Generative Adversarial Privacy. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. Learning Scheduling Algorithms for Data Processing Clusters. Towards a Fatality-A …

Paper Group ANR 477

October 18, 2019

Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network. Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. Towards Unsupervised Automatic Speech Recognition Trained b …

Paper Group ANR 531

October 18, 2019

Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions. Determination of Digital Straight Segments Using the Slope. A Data-Efficient Approach to Precise and Controlled Pushing. A New De-blurring Technique for License Plate Images with Robust Length Estimation. The Mean-Field Approximation: Information …

Paper Group ANR 548

October 18, 2019

Observability Properties of Colored Graphs. Learning on Hypergraphs with Sparsity. Multi-Target Prediction: A Unifying View on Problems and Methods. Detection based Defense against Adversarial Examples from the Steganalysis Point of View. Deep Convolutional Neural Networks for Map-Type Classification. Towards Effective Deep Embedding for Zero-Shot …

Paper Group ANR 570

October 18, 2019

Robust Implicit Backpropagation. Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes. On transfer learning using a MAC model variant. Data-driven model for the identification of the rock type at a drilling bit. An Iterative Spanning Forest Framework for Superpixel Segmentation. Graph Convolut …

Paper Group ANR 621

October 18, 2019

Fundamental limits of detection in the spiked Wigner model. Lip Reading Using Convolutional Auto Encoders as Feature Extractor. A Collaborative Approach to Angel and Venture Capital Investment Recommendations. Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models. Predictive Uncertainty Estimation via Pri …

Paper Group ANR 721

October 17, 2019

A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance. The Taboo Trap: Behavioural Detection of Adversarial Samples. Constrained Counting and Sampling: Bridging the Gap between Theory and Practice. A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal …

Paper Group ANR 726

October 17, 2019

Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism. Teaching Multiple Concepts to a Forgetful Learner. Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting. What am I searching for?. Multimodal matching using a Hybrid Convolutional Neural Network. Wasserstein Distributi …

Paper Group ANR 758

October 17, 2019

Knowledge Transfer with Jacobian Matching. Probabilistic Solutions To Ordinary Differential Equations As Non-Linear Bayesian Filtering: A New Perspective. Predict and Constrain: Modeling Cardinality in Deep Structured Prediction. Clipped Matrix Completion: A Remedy for Ceiling Effects. A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing. A …

Paper Group ANR 809

October 17, 2019

Towards Accurate and High-Speed Spiking Neuromorphic Systems with Data Quantization-Aware Deep Networks. On The Chain Rule Optimal Transport Distance. Disunited Nations? A Multiplex Network Approach to Detecting Preference Affinity Blocs using Texts and Votes. On Rational Entailment for Propositional Typicality Logic. Identification of multi-scale …

Paper Group ANR 836

October 17, 2019

Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach. The parallel texts of books translations in the quality evaluation of basic models and algorithms for the similarity of symbol strings. GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization. Designing quantum experiments with a genetic algorithm …

Paper Group ANR 874

October 17, 2019

Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference. A Unified Framework for Joint Mobility Prediction and Object Profiling of Drones in UAV Networks. A note on concentration inequality for vector-valued martingales with weak exponential-type tails. BCR-Net: a neural network based on the nonstandard wavelet fo …

Paper Group ANR 911

October 17, 2019

Multi-Fiber Networks for Video Recognition. Residual Networks as Geodesic Flows of Diffeomorphisms. Round-Table Group Optimization for Sequencing Problems. On Controllable Sparse Alternatives to Softmax. Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information. The Roles of Supervised Machine Learning in System …

Paper Group ANR 924

October 17, 2019

Did William Shakespeare and Thomas Kyd Write Edward III?. Design and implementation of smart cooking based on amazon echo. Automatic Metric Validation for Grammatical Error Correction. Manifold Structured Prediction. Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. gl2vec: Learning Feature Repr …

Paper Group ANR 947

October 17, 2019

Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multi-view Learning. Stochastic Variance-Reduced Cubic Regularized Newton Method. On the difficulty of a distributional semantics of spoken language. Deep Collective Matrix Factorization for Augmented Multi-View Learning. Learning to Bound the Multi-class Bayes Error. S …

Paper Group ANR 1021

October 16, 2019

Functional Gradient Boosting based on Residual Network Perception. An Improved Deep Belief Network Model for Road Safety Analyses. A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition. Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion. Improving the Privacy and …

Paper Group ANR 1071

October 16, 2019

Deep Learning for Audio Transcription on Low-Resource Datasets. Story Disambiguation: Tracking Evolving News Stories across News and Social Streams. Analysis of Langevin Monte Carlo via convex optimization. Super-Resolution via Conditional Implicit Maximum Likelihood Estimation. Counting to Explore and Generalize in Text-based Games. Hierarchical c …

Paper Group ANR 1073

October 16, 2019

Context Encoding Chest X-rays. An Inductive Formalization of Self Reproduction in Dynamical Hierarchies. A Kernel for Multi-Parameter Persistent Homology. SAFFRON: an adaptive algorithm for online control of the false discovery rate. Learning Localized Spatio-Temporal Models From Streaming Data. Temporal Action Detection by Joint Identification-Ver …

Paper Group ANR 1081

October 16, 2019

Cross-modality deep learning brings bright-field microscopy contrast to holography. Towards Learning Sparsely Used Dictionaries with Arbitrary Supports. On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum. Dictionary learning - from local towards global and adaptive. Towards Understanding Limitations …

Paper Group ANR 1087

October 16, 2019

Unsupervised Learning of Artistic Styles with Archetypal Style Analysis. Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation. Robust Text-to-SQL Generation with Execution-Guided Decoding. The LKPY Package for Recommender Systems Experiments: Next-Generation Tools and Lessons Learned from the LensKit Project …

Paper Group ANR 1127

October 16, 2019

The Complexity of Splitting Necklaces and Bisecting Ham Sandwiches. On the Graded Acceptability of Arguments in Abstract and Instantiated Argumentation. Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3. Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation. The Capacity Constrained Facility Location problem …

Paper Group ANR 1141

October 16, 2019

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …

Paper Group ANR 1144

October 16, 2019

Simple and Effective Text Simplification Using Semantic and Neural Methods. Sem-GAN: Semantically-Consistent Image-to-Image Translation. A Comprehensive Survey of Ontology Summarization: Measures and Methods. What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals i …

Paper Group ANR 1149

October 16, 2019

Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention. On the Selection of Initialization and Activation Function for Deep Neural Networks. Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks. Modified Multidimensional Scaling and High Dimensional Clustering. Feasibi …

Paper Group ANR 1160

October 16, 2019

Tensor Monte Carlo: particle methods for the GPU era. AI in Game Playing: Sokoban Solver. QuAC : Question Answering in Context. Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning. Matrix Factorization via Deep Learning. Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning. Perf …