deep learning

Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
Paper Group ANR 47

Paper Group ANR 47

July 29, 2019

Towards seamless multi-view scene analysis from satellite to street-level. End-to-End Neural Segmental Models for Speech Recognition. Cross-Lingual Dependency Parsing for Closely Related Languages - Helsinki’s Submission to VarDial 2017. Segmented and Directional Impact Detection for Parked Vehicles using Mobile Devices. A Flexible Framework for Hy …
Paper Group ANR 48

Paper Group ANR 48

July 29, 2019

Feature Incay for Representation Regularization. A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. Toward the Starting Line: A Systems Engineering Approach to Strong AI. Machine learning methods for multimedia information retrieval. 3D Pathfinding and Collision Avoidance Using Uneven Search-space Quantiza …
Paper Group ANR 49

Paper Group ANR 49

July 29, 2019

Stochastic Gradient Monomial Gamma Sampler. S-Isomap++: Multi Manifold Learning from Streaming Data. Few-shot Learning by Exploiting Visual Concepts within CNNs. DeepCoder: Semi-parametric Variational Autoencoders for Automatic Facial Action Coding. A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs …
Paper Group ANR 50

Paper Group ANR 50

July 29, 2019

Sequential detection of low-rank changes using extreme eigenvalues. Neuro-RAM Unit with Applications to Similarity Testing and Compression in Spiking Neural Networks. Improving LSTM-CTC based ASR performance in domains with limited training data. Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection. Linguistic Mark …
Paper Group ANR 52

Paper Group ANR 52

July 29, 2019

A Security Monitoring Framework For Virtualization Based HEP Infrastructures. Speech Recognition Challenge in the Wild: Arabic MGB-3. An Edge Driven Wavelet Frame Model for Image Restoration. Simultaneous Detection and Quantification of Retinal Fluid with Deep Learning. Gradient-enhanced kriging for high-dimensional problems. Multiple Context-Free …
Paper Group ANR 55

Paper Group ANR 55

July 29, 2019

Geometry of Optimization and Implicit Regularization in Deep Learning. MAT: A Multimodal Attentive Translator for Image Captioning. Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics. Understanding the visual speech signal. 3D seismic data denoising using two-dimensional sparse coding scheme. Replicator Equation: Applicat …
Paper Group ANR 56

Paper Group ANR 56

July 29, 2019

Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit. Correlation Alignment by Riemannian Metric for Domain Adaptation. Semantic Photometric Bundle Adjustment on Natural Sequences. Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. Contracting Nonlinear Observ …
Paper Group ANR 58

Paper Group ANR 58

July 29, 2019

Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior. Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform. Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods …
Paper Group ANR 59

Paper Group ANR 59

July 29, 2019

User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient. Spiking Optical Flow for Event-based Sensors Using IBM’s TrueNorth Neurosynaptic System. Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics. Improving Robustness of Feature Representations to Image Deformations using Powered Convolution …
Paper Group ANR 60

Paper Group ANR 60

July 29, 2019

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images. Convex Geometry of the Generalized Matrix-Fractional Function. Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. Semi-Supervised Deep Learning for Monocular Depth Map Prediction. Multispectral and Hyperspectral Image Fusion Using a 3- …
Paper Group ANR 61

Paper Group ANR 61

July 29, 2019

Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation. nuts-flow/ml: data pre-processing for deep learning. Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos. Conditional generation of multi-modal data using constrained embedding space mapping. A Data Science Approach to Understanding Resi …
Paper Group ANR 63

Paper Group ANR 63

July 29, 2019

Data Augmentation in Emotion Classification Using Generative Adversarial Networks. All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media. On Principal Components Regression, Random Projections, and Column Subsampling. Motion-Appearance Interactive Encoding for O …
Paper Group ANR 64

Paper Group ANR 64

July 29, 2019

Robust Contextual Bandit via the Capped-$\ell_{2}$ norm. Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study. Discriminative Learning of Prediction Intervals. Neural Semantic Parsing over Multiple Knowledge-bases. Susceptibility Propagation by Using Diagonal Consistency. LED-based Photometric Stereo: Modeling, Calibration …
Paper Group ANR 66

Paper Group ANR 66

July 29, 2019

Approches d’analyse distributionnelle pour améliorer la désambiguïsation sémantique. Optimal Vehicle Dispatching Schemes via Dynamic Pricing. Communication-Free Parallel Supervised Topic Models. Mutual Alignment Transfer Learning. Topically Driven Neural Language Model. Practical Algorithms for Best-K Identification in Multi-Armed Bandits. ClaC: Se …
Paper Group ANR 67

Paper Group ANR 67

July 29, 2019

Training Quantized Nets: A Deeper Understanding. Exploiting Color Name Space for Salient Object Detection. A Guided Spatial Transformer Network for Histology Cell Differentiation. A Study on the Extraction and Analysis of a Large Set of Eye Movement Features during Reading. Regulating Highly Automated Robot Ecologies: Insights from Three User Studi …
Paper Group ANR 68

Paper Group ANR 68

July 29, 2019

Finding Competitive Network Architectures Within a Day Using UCT. Black-Box Attacks against RNN based Malware Detection Algorithms. Hierarchical Policy Search via Return-Weighted Density Estimation. Efficient Large-scale Approximate Nearest Neighbor Search on the GPU. Peephole: Predicting Network Performance Before Training. Evaluating the quality …
Paper Group ANR 7

Paper Group ANR 7

July 29, 2019

A New Modal Framework for Epistemic Logic. Classification non supervisée des données hétérogènes à large échelle. Robust Sparse Coding via Self-Paced Learning. DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. Extending the small-ball method. Manifold learning with bi-stochastic kernels. Autoencoder with recurrent neural n …
Paper Group ANR 70

Paper Group ANR 70

July 29, 2019

Nonsparse learning with latent variables. Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix. Interactive Music Generation with Positional Constraints using Anticipation-RNNs. Adversarial Feature Augmentation for Unsupervised Domain Adaptation. Deep Domain Adaptation by Geodes …
Paper Group ANR 72

Paper Group ANR 72

July 29, 2019

A New Urban Objects Detection Framework Using Weakly Annotated Sets. Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. Measuring Catastrophic Forgetting in Neural Networks. KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. ROAD: Reality Oriented Adaptation for Sema …
Paper Group ANR 73

Paper Group ANR 73

July 29, 2019

Logic Tensor Networks for Semantic Image Interpretation. Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation. Batch-Based Activity Recognition from Egocentric Photo-Streams. A Survey on Hardware Implementations of Visual Object Trackers. Continuous State-Space Models for Optimal Sepsis Trea …
Paper Group ANR 74

Paper Group ANR 74

July 29, 2019

Marmara Turkish Coreference Corpus and Coreference Resolution Baseline. Pose-Invariant Face Alignment with a Single CNN. A Data Prism: Semi-Verified Learning in the Small-Alpha Regime. 3D Reconstruction of Temples in the Special Region of Yogyakarta By Using Close-Range Photogrammetry. Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-N …
Paper Group ANR 76

Paper Group ANR 76

July 29, 2019

Learning Graph While Training: An Evolving Graph Convolutional Neural Network. Stochastic Global Optimization Algorithms: A Systematic Formal Approach. Knowledge Acquisition, Representation & Manipulation in Decision Support Systems. Inertial-aided Rolling Shutter Relative Pose Estimation. An automatic water detection approach based on Dempster-Sh …
Paper Group ANR 78

Paper Group ANR 78

July 29, 2019

Introduction to Tensor Decompositions and their Applications in Machine Learning. Model compression as constrained optimization, with application to neural nets. Part I: general framework. The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning. Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent …
Paper Group ANR 79

Paper Group ANR 79

July 29, 2019

Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models. Identifiability of Kronecker-structured Dictionaries for Tensor Data. Framework for evaluation of sound event detection in web videos. A Bayesian algorithm for distributed network localization using distance and direction data. Mining Worse and …
Paper Group ANR 8

Paper Group ANR 8

July 29, 2019

An Online Learning Approach to Buying and Selling Demand Response. Learning Spherical Convolution for Fast Features from 360° Imagery. Time-Contrastive Learning Based DNN Bottleneck Features for Text-Dependent Speaker Verification. Tensor network language model. AppTechMiner: Mining Applications and Techniques from Scientific Articles. Scale-Space …
Paper Group ANR 80

Paper Group ANR 80

July 29, 2019

Intensity Video Guided 4D Fusion for Improved Highly Dynamic 3D Reconstruction. Generalized Convolutional Neural Networks for Point Cloud Data. Dataset for the First Evaluation on Chinese Machine Reading Comprehension. O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis. Random Forests, Decision Trees, and Categorical Predictors …
Paper Group ANR 82

Paper Group ANR 82

July 29, 2019

Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition. Evidence combination for a large number of sources. Preference-based Teaching. A Denoising Loss Bound for Neural Network based Universal Discrete Denoisers. Fairer and more accurate, but for whom?. Finding Dominant User Utterances And System Responses in Conversations. …