artificial intelligence

Paper Group AWR 25

Paper Group AWR 25

July 30, 2019

Semantic Instance Segmentation with a Discriminative Loss Function. Large-Scale Plant Classification with Deep Neural Networks. Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields. The Perception-Distortion Tradeoff. Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics. Improving text classifica …
Paper Group AWR 30

Paper Group AWR 30

July 30, 2019

Cross-linguistic differences and similarities in image descriptions. HotFlip: White-Box Adversarial Examples for Text Classification. SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties. Sharp Minima Can Generalize For Deep Nets. Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learnin …
Paper Group AWR 46

Paper Group AWR 46

July 30, 2019

Surface Networks. LanideNN: Multilingual Language Identification on Character Window. Coupled Ensembles of Neural Networks. Learning by Association - A versatile semi-supervised training method for neural networks. RoomNet: End-to-End Room Layout Estimation. A non-projective greedy dependency parser with bidirectional LSTMs. Deep Speaker: an End-to …
Paper Group AWR 53

Paper Group AWR 53

July 30, 2019

A physical model for efficient ranking in networks. Room for improvement in automatic image description: an error analysis. Autoencoder Node Saliency: Selecting Relevant Latent Representations. Learned Optimizers that Scale and Generalize. DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation. Predicting Pairwise Relatio …
Paper Group AWR 6

Paper Group AWR 6

July 30, 2019

SNeCT: Scalable network constrained Tucker decomposition for integrative multi-platform data analysis. A Hybrid Approach For Hindi-English Machine Translation. Using deep learning to reveal the neural code for images in primary visual cortex. Deep learning and the Schrödinger equation. Scalable Twin Neural Networks for Classification of Unbalanced …
Paper Group ANR 10

Paper Group ANR 10

July 29, 2019

Semi-Latent GAN: Learning to generate and modify facial images from attributes. How linguistic descriptions of data can help to the teaching-learning process in higher education, case of study: artificial intelligence. Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation. Proxy Templates for …
Paper Group ANR 104

Paper Group ANR 104

July 29, 2019

A Convergence Analysis for A Class of Practical Variance-Reduction Stochastic Gradient MCMC. Cycles in adversarial regularized learning. DAWT: Densely Annotated Wikipedia Texts across multiple languages. The Character Thinks Ahead: creative writing with deep learning nets and its stylistic assessment. Robust Multi-Image HDR Reconstruction for the M …
Paper Group ANR 107

Paper Group ANR 107

July 29, 2019

Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning. A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model. Parsimonious Random Vector Functional Link Network for Data Streams. Taste or Addiction?: Using Play Logs to Infer Song Selection Motivation. Proceedin …
Paper Group ANR 109

Paper Group ANR 109

July 29, 2019

Generative diffeomorphic atlas construction from brain and spinal cord MRI data. On the idea of a new artificial intelligence based optimization algorithm inspired from the nature of vortex. Learning of Gaussian Processes in Distributed and Communication Limited Systems. Learning with Options that Terminate Off-Policy. A decentralized route to the …
Paper Group ANR 111

Paper Group ANR 111

July 29, 2019

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. Contextual Explanation Networks. Why are Big Data Matrices Approximately Low Rank?. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping. A Deep L …
Paper Group ANR 115

Paper Group ANR 115

July 29, 2019

Sampling Variations of Lead Sheets. Compact Hash Code Learning with Binary Deep Neural Network. The Relationship Between Agnostic Selective Classification Active Learning and the Disagreement Coefficient. Human activity recognition from mobile inertial sensors using recurrence plots. Automatic White-Box Testing of First-Order Logic Ontologies. Conv …
Paper Group ANR 124

Paper Group ANR 124

July 29, 2019

Probability Reversal and the Disjunction Effect in Reasoning Systems. An Online Development Environment for Answer Set Programming. Memory Augmented Control Networks. Catalyst Acceleration for Gradient-Based Non-Convex Optimization. Towards Neural Machine Translation with Partially Aligned Corpora. Learning Aerial Image Segmentation from Online Map …
Paper Group ANR 129

Paper Group ANR 129

July 29, 2019

Global and Local Information Based Deep Network for Skin Lesion Segmentation. Mahalanonbis Distance Informed by Clustering. A Neural Network model with Bidirectional Whitening. Automatic breast cancer grading in lymph nodes using a deep neural network. Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Langua …
Paper Group ANR 138

Paper Group ANR 138

July 29, 2019

Automated Cloud Provisioning on AWS using Deep Reinforcement Learning. Social Style Characterization from Egocentric Photo-streams. Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. Memetic search for identifying critical nodes in sparse graphs. Biomedical Event Trigger Identification Using Bidirectional …
Paper Group ANR 141

Paper Group ANR 141

July 29, 2019

A Sampling Theory Perspective of Graph-based Semi-supervised Learning. Implicitly Incorporating Morphological Information into Word Embedding. Visually grounded learning of keyword prediction from untranscribed speech. Mesh-based 3D Textured Urban Mapping. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. Classificati …
Paper Group ANR 142

Paper Group ANR 142

July 29, 2019

From visual words to a visual grammar: using language modelling for image classification. Crowdsourcing with Sparsely Interacting Workers. An Effective Feature Selection Method Based on Pair-Wise Feature Proximity for High Dimensional Low Sample Size Data. Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks. Direct Pose Es …
Paper Group ANR 15

Paper Group ANR 15

July 29, 2019

Deceiving Google’s Cloud Video Intelligence API Built for Summarizing Videos. On Estimation of Conditional Modes Using Multiple Quantile Regressions. Embedded Spectral Descriptors: Learning the point-wise correspondence metric via Siamese neural networks. MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. CNN as Gu …
Paper Group ANR 150

Paper Group ANR 150

July 29, 2019

Combinatorial Multi-Armed Bandits with Filtered Feedback. SIMILARnet: Simultaneous Intelligent Localization and Recognition Network. Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs. K+ Means : An Enhancement Over K-Means Clustering Algorithm. General Video Game AI: Learning from Screen Capture. Deep Binaries: Encoding …
Paper Group ANR 152

Paper Group ANR 152

July 29, 2019

Video Salient Object Detection Using Spatiotemporal Deep Features. Discovering Visual Concept Structure with Sparse and Incomplete Tags. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. Mining Object Parts from CNNs via Active Question-Answering. Pre-training Attention Mechanisms. Learning to Detect Human-Ob …
Paper Group ANR 155

Paper Group ANR 155

July 29, 2019

A Two-Phase Safe Vehicle Routing and Scheduling Problem: Formulations and Solution Algorithms. SmartPaste: Learning to Adapt Source Code. Sparse Approximation of 3D Meshes using the Spectral Geometry of the Hamiltonian Operator. Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos. Moderate Environmental Variation Promotes th …
Paper Group ANR 158

Paper Group ANR 158

July 29, 2019

A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing. Deep Optimization for Spectrum Repacking. On Hash-Based Work Distribution Methods for Parallel Best-First Search. #anorexia, #anarexia, #anarexyia: Characterizing Online Community Practices with Orthographic Variation. A dynamic graph-cuts method with integrated multipl …
Paper Group ANR 160

Paper Group ANR 160

July 29, 2019

DeepConfig: Automating Data Center Network Topologies Management with Machine Learning. On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms. Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. Variable Annealing Length and Parallelism in Simulated Annealing. A …
Paper Group ANR 19

Paper Group ANR 19

July 29, 2019

Folding membrane proteins by deep transfer learning. Joint Positioning and Radio Map Generation Based on Stochastic Variational Bayesian Inference for FWIPS. Two Hilbert schemes in computer vision. 3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. Complex Event Recognition from Images with Few Training Examples. Supervised Quantile Nor …
Paper Group ANR 21

Paper Group ANR 21

July 29, 2019

A Function Approximation Method for Model-based High-Dimensional Inverse Reinforcement Learning. A Class of Logistic Functions for Approximating State-Inclusive Koopman Operators. Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer. Objects that Sound. On denoising modulo 1 samples of a function. Localizing Actions …
Paper Group ANR 28

Paper Group ANR 28

July 29, 2019

Creative Robot Dance with Variational Encoder. MovieGraphs: Towards Understanding Human-Centric Situations from Videos. Use of Generative Adversarial Network for Cross-Domain Change Detection. Place recognition: An Overview of Vision Perspective. Reinforcement Learning based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensor …
Paper Group ANR 29

Paper Group ANR 29

July 29, 2019

SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes. Inverse Reinforcement Learning for Marketing. Debbie, the Debate Bot of the Future. Deep Haptic Model Predictive Control for Robot-Assisted Dressing. Accelerate RNN-based Training with Importance Sampling. Surprise Search for Evolutionary Divergence. Deep Multi-view Models …
Paper Group ANR 30

Paper Group ANR 30

July 29, 2019

A Face Fairness Framework for 3D Meshes. Tunable GMM Kernels. A Foundry of Human Activities and Infrastructures. Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest. Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding. Parallel Multi Channel Convolution using Gen …
Paper Group ANR 31

Paper Group ANR 31

July 29, 2019

Two-Stage Hybrid Day-Ahead Solar Forecasting. Highrisk Prediction from Electronic Medical Records via Deep Attention Networks. SRE: Semantic Rules Engine For the Industrial Internet-Of-Things Gateways. Automated Assessment of Facial Wrinkling: a case study on the effect of smoking. A Roadmap for the Development of the “SP Machine” for Artificial In …