Image Generation

Paper Group ANR 221

Paper Group ANR 221

July 28, 2019

Classification regions of deep neural networks. DC-Prophet: Predicting Catastrophic Machine Failures in DataCenters. Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes. Setpoint Tracking with Partially Observed Loads. Multiobjective Programming for Type-2 Hierarchical Fuzzy Inference Trees. Programmable Agents. Feature …
Paper Group ANR 222

Paper Group ANR 222

July 28, 2019

Low Precision RNNs: Quantizing RNNs Without Losing Accuracy. Learning to Imagine Manipulation Goals for Robot Task Planning. Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks. Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. Attribute-contr …
Paper Group ANR 246

Paper Group ANR 246

July 28, 2019

On Noisy Negative Curvature Descent: Competing with Gradient Descent for Faster Non-convex Optimization. A general unified framework for interval pairwise comparison matrices. Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results. Deriving Compact Laws Based on Algebraic Formulation of a Data Set. Multi-Task Learning Us …
Paper Group ANR 265

Paper Group ANR 265

July 28, 2019

The Use of Autoencoders for Discovering Patient Phenotypes. On the Generalized Essential Matrix Correction: An efficient solution to the problem and its applications. D-SLATS: Distributed Simultaneous Localization and Time Synchronization. Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks. Reduction of Overfitting in Di …
Paper Group ANR 286

Paper Group ANR 286

July 28, 2019

Examining CNN Representations with respect to Dataset Bias. Crop Planning using Stochastic Visual Optimization. Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary. Collaborative Summarization of Topic-Related Videos. Surfacing contextual hate speech words within social media. Face-to-BMI: Using Computer Vision to Infer Body …
Paper Group ANR 316

Paper Group ANR 316

July 28, 2019

Wasserstein Divergence for GANs. Preference Reasoning in Matching Procedures: Application to the Admission Post-Baccalaureat Platform. DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. Recovering Homography from Camera Captured Documents using Convolutional Neural Networks. A Real- …
Paper Group ANR 317

Paper Group ANR 317

July 28, 2019

Domain Adaptation Using Adversarial Learning for Autonomous Navigation. Non-exchangeable random partition models for microclustering. Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network. The Dependence of Machine Learning on Electronic Medical Record Quality. Real Multi-Sense or …
Paper Group ANR 325

Paper Group ANR 325

July 28, 2019

An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network. Weighted Tensor Decomposition for Learning Latent Variables with Partial Data. Generative Cooperative Net for Image Generation and Data Augmentation. An Evolutionary Computing Enriched RS Attack Resilient Medical Image Steganography Model for Telemedicine A …
Paper Group ANR 331

Paper Group ANR 331

July 28, 2019

Automatic Curation of Golf Highlights using Multimodal Excitement Features. A study of existing Ontologies in the IoT-domain. A Bimodal Network Approach to Model Topic Dynamics. Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. Achieving non-discrimination in prediction. Comparison of Modified Kneser- …
Paper Group ANR 333

Paper Group ANR 333

July 28, 2019

Decoupling Learning Rules from Representations. One-shot and few-shot learning of word embeddings. Adversarial nets with perceptual losses for text-to-image synthesis. Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. Anomal …
Paper Group ANR 334

Paper Group ANR 334

July 28, 2019

Learning to generate one-sentence biographies from Wikidata. Empirical evaluation of a Q-Learning Algorithm for Model-free Autonomous Soaring. A Dynamic Programming Solution to Bounded Dejittering Problems. Bayesian Inference of Spreading Processes on Networks. Structured Probabilistic Pruning for Convolutional Neural Network Acceleration. Adversar …
Paper Group ANR 337

Paper Group ANR 337

July 28, 2019

Shape from Shading through Shape Evolution. Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving. DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. Multi-View Deep Learning for Consistent Semantic M …
Paper Group ANR 344

Paper Group ANR 344

July 28, 2019

Automatic Quality Estimation for ASR System Combination. Large-scale Image Geo-Localization Using Dominant Sets. The Geometry of Nodal Sets and Outlier Detection. Image Captioning and Classification of Dangerous Situations. DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. Data Distillation for Controlling Specificity in …
Paper Group ANR 351

Paper Group ANR 351

July 28, 2019

Deeper, Broader and Artier Domain Generalization. Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception. Control Variates for Stochastic Gradient MCMC. A Vision For Continuous Automated Game Design. Action and perception for spatiotemporal patterns. Sign Language Recognition Using Tempo …
Paper Group ANR 361

Paper Group ANR 361

July 28, 2019

High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference. Detecting Off-topic Responses to Visual Prompts. Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. How deep learning works –The geometry of deep learning. Supervised Typing of Big Graphs using Semanti …
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 439

Paper Group ANR 439

July 28, 2019

Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing. How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. Probabilistic Program Abstractions. A deep level set method for image segmentation. Basic Thresholding Classification. Size Matters: Cardinality-Constrained C …
Paper Group ANR 441

Paper Group ANR 441

July 28, 2019

Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter. Feasibility of Principal Component Analysis in hand gesture recognition system. Comparative analysis of criteria for filtering time series of word usage frequencies. On the approximation by single hidden layer feedforward neural networks with fixed weights. Regula …
Paper Group ANR 445

Paper Group ANR 445

July 28, 2019

A wake-sleep algorithm for recurrent, spiking neural networks. On Quadratic Penalties in Elastic Weight Consolidation. A Generative Approach to Question Answering. Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. LDMNet: Low Dimensional Manifold Regularized Neural Networks. Recent Progress of Fac …
Paper Group ANR 474

Paper Group ANR 474

July 27, 2019

Chinese Typeface Transformation with Hierarchical Adversarial Network. Rejection-Cascade of Gaussians: Real-time adaptive background subtraction framework. Interpreting and Extending The Guided Filter Via Cyclic Coordinate Descent. Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. Interpretable Active Learning. A Useful Motif for Flexib …
Paper Group ANR 510

Paper Group ANR 510

July 27, 2019

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …
Paper Group ANR 517

Paper Group ANR 517

July 27, 2019

Measuring #GamerGate: A Tale of Hate, Sexism, and Bullying. Limits of End-to-End Learning. Aggregated Wasserstein Metric and State Registration for Hidden Markov Models. Direct estimation of density functionals using a polynomial basis. Learnings Options End-to-End for Continuous Action Tasks. Auxiliary Variables for Multi-Dirichlet Priors. On Stei …
Paper Group ANR 518

Paper Group ANR 518

July 27, 2019

Image Identification Using SIFT Algorithm: Performance Analysis against Different Image Deformations. A fully end-to-end deep learning approach for real-time simultaneous 3D reconstruction and material recognition. Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps. Beyond Log-concavity: Provable Guarant …
Paper Group ANR 539

Paper Group ANR 539

July 27, 2019

Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms. Phylogenetic Convolutional Neural Networks in Metagenomics. Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. Bayesian Compressive Sensing Using Normal Product Priors. Multitask training with unlabele …
Paper Group ANR 541

Paper Group ANR 541

July 27, 2019

PixelNN: Example-based Image Synthesis. Efficient Online Linear Optimization with Approximation Algorithms. Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. Modeling Events as Machines. Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. DeepAPT: Nation-State APT Attribut …
Paper Group ANR 633

Paper Group ANR 633

July 27, 2019

Spatial features of synaptic adaptation affecting learning performance. Parallel Multiscale Autoregressive Density Estimation. A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds. Review of Machine Learning Algorithms in Differential Expression Analysis. m-TSNE: A Framework for Visualizin …
Paper Group ANR 638

Paper Group ANR 638

July 27, 2019

Light field super resolution through controlled micro-shifts of light field sensor. Extending Defensive Distillation. Consequentialist conditional cooperation in social dilemmas with imperfect information. Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions. Dual Supervised …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …