Text Generation

Paper Group ANR 493

October 18, 2019

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning. Variance Reduction for Reinforcement Learning in Input-Driven Environments. Pragmatic approach to structured data querying via natural language interface. End-to-end depth from motion with stabilized monocular videos. The Effects of Super-Resolution on Object Detection Performan …

Paper Group ANR 503

October 18, 2019

Image Labeling with Markov Random Fields and Conditional Random Fields. Provably Robust Learning-Based Approach for High-Accuracy Tracking Control of Lagrangian Systems. Latent Molecular Optimization for Targeted Therapeutic Design. Altered Fingerprints: Detection and Localization. Learning Semantic Segmentation from Synthetic Data: A Geometrically …

Paper Group ANR 520

October 18, 2019

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray. Writing Style Invariant Deep Learning Model for Historical Manuscripts Alignment. Anomaly detection with Wasserstein GAN. Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. Learning sparse mixtures of rankings from noisy informa …

Paper Group ANR 532

October 18, 2019

Counting Cells in Time-Lapse Microscopy using Deep Neural Networks. Visibility graphs for image processing. Inferring short-term volatility indicators from Bitcoin blockchain. Improved Oracle Complexity of Variance Reduced Methods for Nonsmooth Convex Stochastic Composition Optimization. CHET: Compiler and Runtime for Homomorphic Evaluation of Tens …

Paper Group ANR 540

October 18, 2019

Construction of neural networks for realization of localized deep learning. Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. Unbalanced Multi-Phase Distribution Grid Topology Estimation and Bus Phase Identification. Weighted Global Normalization for Multiple Choice ReadingComprehension …

Paper Group ANR 546

October 18, 2019

Adversarial examples from computational constraints. On Accurate Evaluation of GANs for Language Generation. Grounding Visual Explanations. Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification. GANs for generating EFT models. Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training. Dynamic Vid …

Paper Group ANR 558

October 18, 2019

Focal Loss in 3D Object Detection. Collaborative targeted inference from continuously indexed nuisance parameter estimators. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. Representation, Justification and Explanation in a Value Driven Agent: An Argumentation-Based Approach. An Adaptive Clipping Approach for Pro …

Paper Group ANR 560

October 18, 2019

Adversarial Inpainting of Medical Image Modalities. Automatic Short Answer Grading and Feedback Using Text Mining Methods. An Optical Frontend for a Convolutional Neural Network. Fabrik: An Online Collaborative Neural Network Editor. Conditional Variational Autoencoder for Neural Machine Translation. Auto-tuning Distributed Stream Processing System …

Paper Group ANR 571

October 18, 2019

Combinets: Creativity via Recombination of Neural Networks. MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems. Incremental Training of Deep Convolutional Neural Networks. Removing out-of-focus blur from a single image. Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intell …

Paper Group ANR 640

October 18, 2019

Understanding Actors and Evaluating Personae with Gaussian Embeddings. Author Commitment and Social Power: Automatic Belief Tagging to Infer the Social Context of Interactions. Local Orthogonal-Group Testing. A Framework for Video-Driven Crowd Synthesis. Relative Entropy Regularized Policy Iteration. Adversarial 3D Human Pose Estimation via Multimo …

Paper Group ANR 645

October 18, 2019

Speaking style adaptation in Text-To-Speech synthesis using Sequence-to-sequence models with attention. Image Restoration by Estimating Frequency Distribution of Local Patches. LIME: Live Intrinsic Material Estimation. Online Continuous Submodular Maximization. Reasoning about exceptions in ontologies: from the lexicographic closure to the skeptica …

Paper Group ANR 650

October 18, 2019

Classifying Antimicrobial and Multifunctional Peptides with Bayesian Network Models. Viewpoint: Artificial Intelligence and Labour. Exploring Conversational Language Generation for Rich Content about Hotels. Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks. Learning Optical Flow via Dilated Networks and O …

Paper Group ANR 687

October 17, 2019

Feedforward Neural Network for Time Series Anomaly Detection. A randomized gradient-free attack on ReLU networks. A General Family of Robust Stochastic Operators for Reinforcement Learning. Action Quality Assessment Across Multiple Actions. A Learning-Based Framework for Line-Spectra Super-resolution. Answering Hindsight Queries with Lifted Dynamic …

Paper Group ANR 689

October 17, 2019

Joint Shape Representation and Classification for Detecting PDAC. Bag-of-Words as Target for Neural Machine Translation. Heuristic Approaches for Goal Recognition in Incomplete Domain Models. Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos. Development of deep learning algorithms to categorize free-text notes pertaining to diabetes: c …

Paper Group ANR 708

October 17, 2019

Robust 6D Object Pose Estimation with Stochastic Congruent Sets. Deep Learning for Single Image Super-Resolution: A Brief Review. Generalized Binary Search For Split-Neighborly Problems. A Deep Structure of Person Re-Identification using Multi-Level Gaussian Models. 6D Pose Estimation using an Improved Method based on Point Pair Features. An ADMM-B …

Paper Group ANR 709

October 17, 2019

Discriminative Cross-View Binary Representation Learning. Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. A Scalable Framework for Trajectory Prediction. PCA-Based Missing Information Imputation for Real-Time Crash Likelihood …

Paper Group ANR 715

October 17, 2019

Gated Recurrent Networks for Seizure Detection. Collective decision for open set recognition. Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder. Saliency Guided Hierarchical Robust Visual Tracking. Shallow Cue Guided Deep Visual Tracking via Mixed Models. Capturing Variabilities from Computed …

Paper Group ANR 725

October 17, 2019

On Configurable Defense against Adversarial Example Attacks. Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction. HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph. PCAS: Pruning Channels with Attention Statistics for Deep Network Compression. Improving D …

Paper Group ANR 732

October 17, 2019

Diffusion Based Network Embedding. Model Aggregation via Good-Enough Model Spaces. Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph. GAN-EM: GAN based EM learning framework. Capturing Ambiguity in Crowdsourcing Frame Disambiguation. Tracing in 2D to Reduce the Annotation Effort fo …

Paper Group ANR 733

October 17, 2019

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans. Evaluation of Machine Learning Algorithms for Intrusion Detection System. Automated Diagnosis of Clinic Workflows. Effects of Dataset properties on the training of GANs. Unsupervised Domain Adaptation: A Multi-task Learning-based Method. ToyBox: Better Atari Envi …

Paper Group ANR 766

October 17, 2019

Substitute Teacher Networks: Learning with Almost No Supervision. Explicating feature contribution using Random Forest proximity distances. State Aggregation Learning from Markov Transition Data. RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records. Automated Reasoning in Normative D …

Paper Group ANR 795

October 17, 2019

Estimating Small Differences in Car-Pose from Orbits. Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks. Multitask Painting Categorization by Deep Multibranch Neural Network. DeepSIC: Deep Semantic Image Compression. Slice Sampling Particle Belief Propagation. Leveraging Adiabatic Quantum Computation for Elect …

Paper Group ANR 846

October 17, 2019

Adversarial Learning with Local Coordinate Coding. Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective. Sequential change-point detection in high-dimensional Gaussian graphical models. SCORES: Shape Composition with Recursive Substructure Priors. Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. …

Paper Group ANR 853

October 17, 2019

Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance. Automatic Identification of Arabic expressions related to future events in Lebanon’s economy. Designing the Game to Play: Optimizing Payoff Structure in Security Games. Generation Meets Recommendation: Proposing Novel Items for Groups of U …

Paper Group ANR 866

October 17, 2019

To Cluster, or Not to Cluster: An Analysis of Clusterability Methods. Entropy production rate as a criterion for inconsistency in decision theory. SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images. Th …

Paper Group ANR 912

October 17, 2019

Automatic Prediction of Building Age from Photographs. Learning to Grasp from a Single Demonstration. Seeing Tree Structure from Vibration. Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks. Optimized Skeleton-ba …

Paper Group ANR 944

October 17, 2019

Fast Optimal Bandwidth Selection for RBF Kernel using Reproducing Kernel Hilbert Space Operators for Kernel Based Classifiers. Deep State Space Models for Unconditional Word Generation. MedAL: Deep Active Learning Sampling Method for Medical Image Analysis. Eliminating Latent Discrimination: Train Then Mask. Physics-constrained, data-driven discove …

Paper Group ANR 962

October 17, 2019

An Application of HodgeRank to Online Peer Assessment. Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. Think Visually: Question Answering through Virtual Imagery. Investigations on Knowledge Base Embedding for Relation Prediction and Extraction. On Coresets for Logistic Regression. The role of grammar in transition-pr …