machine learning

Paper Group ANR 443

October 18, 2019

Predictive Embeddings for Hate Speech Detection on Twitter. A corpus of precise natural textual entailment problems. Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. The Relevance of Text and Speech Features in Automatic Non-native English Accent Identification. Forward Amortized Inference f …

Paper Group ANR 444

October 18, 2019

Stability and Convergence Trade-off of Iterative Optimization Algorithms. Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions. Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization. Erasure coding for dis …

Paper Group ANR 445

October 18, 2019

Chaining Mutual Information and Tightening Generalization Bounds. Forecasting market states. Model-based Exception Mining for Object-Relational Data. What is known about Vertex Cover Kernelization?. Next Hit Predictor - Self-exciting Risk Modeling for Predicting Next Locations of Serial Crimes. Test without Trust: Optimal Locally Private Distributi …

Paper Group ANR 446

October 18, 2019

Depth Image Upsampling based on Guided Filter with Low Gradient Minimization. Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations. CS-VQA: Visual Question Answering with Compressively Sensed Images. Approximate Knowledge Compilation by Online Collapsed Importance Sampling. Semantic Topic Analysis of Traffic Camera …

Paper Group ANR 447

October 18, 2019

CNNPred: CNN-based stock market prediction using several data sources. JU_KS@SAIL_CodeMixed-2017: Sentiment Analysis for Indian Code Mixed Social Media Texts. Attention Driven Person Re-identification. Usage of analytic hierarchy process for steganographic inserts detection in images. Randomized Prior Functions for Deep Reinforcement Learning. View …

Paper Group ANR 448

October 18, 2019

Style Transfer as Unsupervised Machine Translation. Structured Bayesian Gaussian process latent variable model. Part-based Tracking by Sampling. Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models. GEMRank: Global Entity Embedding For Collaborative Filtering. Automated detection of vulnerable plaque in intravascular ul …

Paper Group ANR 450

October 18, 2019

On Strategyproof Conference Peer Review. Exponential inequalities for nonstationary Markov Chains. Potentially Guided Bidirectionalized RRT* for Fast Optimal Path Planning in Cluttered Environments. XOGAN: One-to-Many Unsupervised Image-to-Image Translation. Full-pulse Tomographic Reconstruction with Deep Neural Networks. Comparative Evaluation of …

Paper Group ANR 451

October 18, 2019

Automated essay scoring with string kernels and word embeddings. Predicting Effective Control Parameters for Differential Evolution using Cluster Analysis of Objective Function Features. The algorithm of the impulse noise filtration in images based on an algorithm of community detection in graphs. Pre-training Graph Neural Networks with Kernels. Fe …

Paper Group ANR 452

October 18, 2019

Semantic Term “Blurring” and Stochastic “Barcoding” for Improved Unsupervised Text Classification. On Exploration, Exploitation and Learning in Adaptive Importance Sampling. OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers using Piecewise Convolutional Neural Networks. Intelligent Physi …

Paper Group ANR 454

October 18, 2019

Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering. Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension. Building a Neural Semantic Parser from a Domain Ontology. Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes. Self-Su …

Paper Group ANR 455

October 18, 2019

How would surround vehicles move? A Unified Framework for Maneuver Classification and Motion Prediction. Implicit regularization and solution uniqueness in over-parameterized matrix sensing. Action Machine: Rethinking Action Recognition in Trimmed Videos. ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clus …

Paper Group ANR 457

October 18, 2019

Multimodal neural pronunciation modeling for spoken languages with logographic origin. Generating Mandarin and Cantonese F0 Contours with Decision Trees and BLSTMs. Generating lyrics with variational autoencoder and multi-modal artist embeddings. Deep Reinforcement Learning for Green Security Games with Real-Time Information. Parallel Transport Con …

Paper Group ANR 459

October 18, 2019

Machine learning non-local correlations. MS-BACO: A new Model Selection algorithm using Binary Ant Colony Optimization for neural complexity and error reduction. Goal-constrained Planning Domain Model Verification of Safety Properties. Graph Planning with Expected Finite Horizon. Context and Humor: Understanding Amul advertisements of India. Genera …

Paper Group ANR 460

October 18, 2019

Feature-Wise Bias Amplification. Interpretable Discovery in Large Image Data Sets. Bi-Directional Neural Machine Translation with Synthetic Parallel Data. How Much Are You Willing to Share? A “Poker-Styled” Selective Privacy Preserving Framework for Recommender Systems. Examining Performance of Sketch-to-Image Translation Models with Multiclass Aut …

Paper Group ANR 461

October 18, 2019

Adversarial Metric Learning. CrowdHuman: A Benchmark for Detecting Human in a Crowd. Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables. Batch Normalization Sampling. Avoiding a Tragedy of the Commons in the Peer Review Process. Enhanced Signal Recovery via Sparsity Inducing Image Priors. Learning t …

Paper Group ANR 462

October 18, 2019

Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression. Video Description: A Survey of Methods, Datasets and Evaluation Metrics. Variational Selection of Features for Molecular Kinetics. Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection Technique for Crypto-ransomware Early Detection. Un …

Paper Group ANR 464

October 18, 2019

Adaptive Pruning of Neural Language Models for Mobile Devices. Splitting Epistemic Logic Programs. Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square loss. Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records. Algorithms for screening of Cervical Cancer: A chronological re …

Paper Group ANR 465

October 18, 2019

A Survey on Periocular Biometrics Research. Independent Component Analysis via Energy-based and Kernel-based Mutual Dependence Measures. Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments. Expression Recognition Using the Periocular Region: A Feasibility Study. Unsupervised Learning of Shape Concepts - From Real-Wor …

Paper Group ANR 466

October 18, 2019

Average Size of Implicational Bases. Generating Synthetic but Plausible Healthcare Record Datasets. ClickBAIT-v2: Training an Object Detector in Real-Time. Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. On Deep Neural Networks for Detecting Heart Disease. Brain-inspired photonic signal processor for periodic pattern generation …

Paper Group ANR 467

October 18, 2019

Drug cell line interaction prediction. Full 3D Reconstruction of Transparent Objects. Normal Similarity Network for Generative Modelling. Capsule Networks for Protein Structure Classification and Prediction. Hybrid Model For Word Prediction Using Naive Bayes and Latent Information. K for the Price of 1: Parameter-efficient Multi-task and Transfer L …

Paper Group ANR 468

October 18, 2019

PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks. Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data. Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. REST: Real-to-Synthetic Transform for Illumination Invariant Camera Localization. Satellite Image Forgery …

Paper Group ANR 470

October 18, 2019

Channel Gating Neural Networks. Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction. Nonlinear regression based on a hybrid quantum computer. Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography. Generating Bilingual Pragmatic Color References. Qua …

Paper Group ANR 471

October 18, 2019

Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning. Integrating Feature and Image Pyramid: A Lung Nodule Detector Learned in Curriculum Fashion. Learning Non-Stationary Space-Time Models for Environmental Monitoring. Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for S …

Paper Group ANR 472

October 18, 2019

Bridgeout: stochastic bridge regularization for deep neural networks. Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. Robust Adaptive Median Binary Pattern for noisy texture classification and retrieval. Double Deep Q-Learning for Optimal Execution. Memory Warps for Learning Long-Term Online Video Representations. Multi-Vie …

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 476

October 18, 2019

Learning Scene Gist with Convolutional Neural Networks to Improve Object Recognition. Learning in POMDPs with Monte Carlo Tree Search. 3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies. The State of the Art in Integrating Machine Learning into Visual Analytics. Adaptive User-Oriented Direct Load-Control of Resid …

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 …