Style Transfer

Paper Group AWR 264

October 20, 2019

An end-to-end TextSpotter with Explicit Alignment and Attention. Multi-focus Image Fusion using dictionary learning and Low-Rank Representation. Learning Energy Based Inpainting for Optical Flow. Neural separation of observed and unobserved distributions. Arbitrary Style Transfer with Style-Attentional Networks. Learning from Multi-domain Artistic …

Paper Group AWR 271

October 20, 2019

Towards Automated Customer Support. Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation. Comparison of Reinforcement Learning algorithms applied to the Cart Pole problem. 3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image. Fortified Networks: Improving the Rob …

Paper Group AWR 280

October 20, 2019

A Style-Aware Content Loss for Real-time HD Style Transfer. Sparse Kernel PCA for Outlier Detection. Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders. Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging. General sol …

Paper Group AWR 286

October 20, 2019

Predicting protein inter-residue contacts using composite likelihood maximization and deep learning. Multi-Scale Gradual Integration CNN for False Positive Reduction in Pulmonary Nodule Detection. cilantro: A Lean, Versatile, and Efficient Library for Point Cloud Data Processing. Deep Reasoning with Knowledge Graph for Social Relationship Understan …

Paper Group AWR 287

October 20, 2019

Visual Referring Expression Recognition: What Do Systems Actually Learn?. Correspondence of Deep Neural Networks and the Brain for Visual Textures. Short-term Load Forecasting with Deep Residual Networks. Attention-based Deep Multiple Instance Learning. Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields. Sliced-Wasserstein Flows …

Paper Group AWR 290

October 20, 2019

Neural Ordinary Differential Equations. Scalable and accurate deep learning for electronic health records. Deep Vessel Segmentation By Learning Graphical Connectivity. Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond. Extracting Sentiment Attitudes From Analytical Texts. Attend, Copy, Parse – End-to-end in …

Paper Group AWR 294

October 20, 2019

Reversible Recurrent Neural Networks. Fast Geometrically-Perturbed Adversarial Faces. Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks. GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features. CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. DenseImage Network: Video Spatial …

Paper Group AWR 320

October 20, 2019

Two Local Models for Neural Constituent Parsing. Detecting Malicious PowerShell Commands using Deep Neural Networks. Data Augmentation using Random Image Cropping and Patching for Deep CNNs. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Shift-Net: Image Inpainting via Deep Feature Rearrangement. DeepFlux for Skele …

Paper Group AWR 339

October 20, 2019

Training Generative Reversible Networks. Deep Micro-Dictionary Learning and Coding Network. The Cinderella Complex: Word Embeddings Reveal ender Stereotypes in Movies and Books. Nonparallel Emotional Speech Conversion. Learning a Text-Video Embedding from Incomplete and Heterogeneous Data. Generating Text through Adversarial Training using Skip-Tho …

Paper Group AWR 348

October 20, 2019

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs. Unsupervised Representation Learning by Predicting Image Rotations. Simultaneous Edge Alignment and Learning. RepMet: Representative-based metric learning for classification and one-shot object detection. Deep Learning using Rectified Linear Units (ReLU). …

Paper Group ANR 126

October 19, 2019

Arbitrary Style Transfer with Deep Feature Reshuffle. An analytic theory of generalization dynamics and transfer learning in deep linear networks. Online Off-policy Prediction. Artificial Intelligence for Diabetes Case Management: The Intersection of Physical and Mental Health. A Comparative Study of Neural Network Models for Sentence Classificatio …

Paper Group ANR 140

October 19, 2019

Linear model predictive safety certification for learning-based control. On the relationship between Dropout and Equiangular Tight Frames. Deep Neural Networks In Fully Connected CRF For Image Labeling With Social Network Metadata. Semi-supervised Fisher vector network. Sample Efficient Stochastic Variance-Reduced Cubic Regularization Method. A Sim …

Paper Group ANR 162

October 19, 2019

A Summary of Adaptation of Techniques from Search-based Optimal Multi-Agent Path Finding Solvers to Compilation-based Approach. Automatic Generation of Language-Independent Features for Cross-Lingual Classification. Development of ICA and IVA Algorithms with Application to Medical Image Analysis. Improving Clinical Predictions through Unsupervised …

Paper Group ANR 168

October 19, 2019

On Nonlinear Dimensionality Reduction, Linear Smoothing and Autoencoding. Brain Connectivity Impairments and Categorization Disabilities in Autism: A Theoretical Approach via Artificial Neural Networks. Autoencoder Based Architecture For Fast & Real Time Audio Style Transfer. Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Alg …

Paper Group ANR 170

October 19, 2019

A Cyber Science Based Ontology for Artificial General Intelligence Containment. A Unified Framework for Generalizable Style Transfer: Style and Content Separation. Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems. On Training Targets and Objective Functions for Deep-Learning-Based Audio-Vis …

Paper Group ANR 172

October 19, 2019

Artificial Retina Using A Hybrid Neural Network With Spatial Transform Capability. A Hybrid Variational Autoencoder for Collaborative Filtering. Sample-Efficient Policy Learning based on Completely Behavior Cloning. Flow-Grounded Spatial-Temporal Video Prediction from Still Images. Video Prediction with Appearance and Motion Conditions. Robust 3D H …

Paper Group ANR 184

October 19, 2019

Sleep-deprived Fatigue Pattern Analysis using Large-Scale Selfies from Social Med. Late Fusion of Local Indexing and Deep Feature Scores for Fast Image-to-Video Search on Large-Scale Databases. Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation. Imperfect Segmentation Labels: How Much Do They Matter?. Organ at Risk …

Paper Group ANR 188

October 19, 2019

DynMat, a network that can learn after learning. Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds. Video Frame Interpolation by Plug-and-Play Deep Locally Linear Embedding. ToxicBlend: Virtual Screening of Toxic Compounds with Ensemble Predictors. Computational Decomposition of Style for Controllable and Enhanced Style Transfer. …

Paper Group ANR 204

October 19, 2019

Scalable Gaussian Processes on Discrete Domains. Temporal Answer Set Programming on Finite Traces. On Meta-Learning for Dynamic Ensemble Selection. Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image. Second-Order Asymptotically Optimal Statistical Classification. LineNet: a Zoomable CNN for Crowdsourced High Defin …

Paper Group ANR 205

October 19, 2019

Understanding Priors in Bayesian Neural Networks at the Unit Level. Learning $3$D-FilterMap for Deep Convolutional Neural Networks. Heuristics for Efficient Sparse Blind Source Separation. Event Detection with Neural Networks: A Rigorous Empirical Evaluation. Deep Reinforcement Learning for Sponsored Search Real-time Bidding. Collaborative Filterin …

Paper Group ANR 209

October 19, 2019

Towards a Zero-One Law for Entrywise Low Rank Approximation. An Unified Intelligence-Communication Model for Multi-Agent System Part-I: Overview. MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer. Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures. Joint S …

Paper Group ANR 235

October 19, 2019

A neuro-inspired architecture for unsupervised continual learning based on online clustering and hierarchical predictive coding. Integrating Multiplicative Features into Supervised Distributional Methods for Lexical Entailment. A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR imag …

Paper Group ANR 320

October 19, 2019

VirtualHome: Simulating Household Activities via Programs. Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning. Temporal Difference Learni …

Paper Group ANR 351

October 19, 2019

HWNet v2: An Efficient Word Image Representation for Handwritten Documents. Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study. Invariant Representations from Adversarially Censored Autoencoders. Medusa: A Scalable Interconnect for Many-Port DNN Accelerators and Wide DRAM Controller Interfaces. A Machine Learning Approac …

Paper Group ANR 353

October 19, 2019

A Hardware-Software Blueprint for Flexible Deep Learning Specialization. Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding. Unsupervised Dimension Selection using a Blue Noise Spectrum. Shape analysis of framed space curves. Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation. Fine-Grained Land Use C …

Paper Group ANR 380

October 19, 2019

Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm. Improving Bi-directional Generation between Different Modalities with Variational Autoencoders. Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach. Deep Reinforcement Learning for Image H …

Paper Group ANR 418

October 18, 2019

Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN. Machine Learning for Public Administration Research, with Application to Organizational Reputation. Subspace Embedding and Linear Regression with Orlicz Norm. SurReal: enhancing Surgical simulation Realism using style transfer. A punishment voting algorithm based on super …

Paper Group ANR 434

October 18, 2019

Neural Machine Translation with Key-Value Memory-Augmented Attention. AdaGrad stepsizes: Sharp convergence over nonconvex landscapes, from any initialization. The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation. Improving the Modularity of AUV Control Systems using Behaviour Trees. Non-native children speech recogn …