nlp

Paper Group ANR 101

Paper Group ANR 101

May 7, 2019

Learning and Tuning Meta-heuristics in Plan Space Planning. Diet2Vec: Multi-scale analysis of massive dietary data. Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs. Evolutionary computation for multicomponent problems: opportunities and future directions. Fast estimation of approximate matrix r …
Paper Group ANR 105

Paper Group ANR 105

May 7, 2019

Audio Recording Device Identification Based on Deep Learning. Generic Feature Learning for Wireless Capsule Endoscopy Analysis. Gaussian Process Regression for Out-of-Sample Extension. Unsupervised Dialogue Act Induction using Gaussian Mixtures. The Role of Context Types and Dimensionality in Learning Word Embeddings. Automatic Segmentation of Dyna …
Paper Group ANR 111

Paper Group ANR 111

May 7, 2019

Daleel: Simplifying Cloud Instance Selection Using Machine Learning. SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth. Mining the Web for Pharmacovigilance: the Case Study of Duloxetine and Venlafaxine. Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series. Greedy bi-criteria …
Paper Group ANR 124

Paper Group ANR 124

May 7, 2019

Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets. What to do about non-standard (or non-canonical) language in NLP. Churn analysis using deep convolutional neural networks and autoencoders. Prediction of Seasonal Temperature Using Soft Computing Techniques: Application in Benevento (Southern Italy) Area. lpopt: A …
Paper Group ANR 125

Paper Group ANR 125

May 7, 2019

Blind Deconvolution of PET Images using Anatomical Priors. Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing. Robust nonparametric nearest neighbor random process clustering. Similarity Learning for Time Series Classification. PIGMIL: Positive Instance Detection via Graph Updating for Multiple Instance Learning. Multiple Instanc …
Paper Group ANR 126

Paper Group ANR 126

May 7, 2019

ARTiS: Appearance-based Action Recognition in Task Space for Real-Time Human-Robot Collaboration. Graded Entailment for Compositional Distributional Semantics. Learning Crosslingual Word Embeddings without Bilingual Corpora. Generating machine-executable plans from end-user’s natural-language instructions. A Nonparametric Bayesian Approach for Spok …
Paper Group ANR 21

Paper Group ANR 21

May 7, 2019

Correlated signal inference by free energy exploration. Natural Scene Character Recognition Using Robust PCA and Sparse Representation. Understanding data augmentation for classification: when to warp?. A note on the expected minimum error probability in equientropic channels. Measurement Bounds for Sparse Signal Reconstruction with Multiple Side I …
Paper Group ANR 22

Paper Group ANR 22

May 7, 2019

Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition. Two Discourse Driven Language Models for Semantics. Matrix Product State for Higher-Order Tensor Compression and Classification. X575: writing rengas with web services. Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar ima …
Paper Group ANR 30

Paper Group ANR 30

May 7, 2019

Deep Architectures for Face Attributes. The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version. Co-Occurrence Patterns in the Voynich Manuscript. Divide and Conquer Local Average Regression. Using inspiration from synaptic plasticity rules to optimize traffic flow in distributed e …
Paper Group ANR 39

Paper Group ANR 39

May 7, 2019

Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces. Regularization for Unsupervised Deep Neural Nets. Recurrent Exponential-Family Harmoniums without Backprop-Through-Time. Unsupervised Clustering of Commercial Domains for Adaptive Machine Translation. Reliable Attribute-Based Object Recognition Using High Predictive Value Clas …
Paper Group ANR 41

Paper Group ANR 41

May 7, 2019

Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras. Approximate cross-validation formula for Bayesian linear regression. An Integrated Classification Model for Financial Data Mining. Simpler Context-Dependent Logical Forms via Model Projections. On Avoidance Learning with Partial Observability. Rectified Gaussian Scale Mixtures …
Paper Group ANR 49

Paper Group ANR 49

May 7, 2019

Adversarial Perturbations Against Deep Neural Networks for Malware Classification. Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research. Learning to SMILE(S). The Physical Systems Behind Optimization Algorithms. Extracting Formal Models from Normative Texts. Continuum directions for supervised dimension reduction. …
Paper Group ANR 50

Paper Group ANR 50

May 7, 2019

Least Ambiguous Set-Valued Classifiers with Bounded Error Levels. An Evaluation of Information Sharing Parking Guidance Policies Using a Bayesian Approach. Challenges of Computational Processing of Code-Switching. Track Extraction with Hidden Reciprocal Chain Models. From Incremental Meaning to Semantic Unit (phrase by phrase). Improving Sparse Rep …
Paper Group ANR 70

Paper Group ANR 70

May 7, 2019

Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization. Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages. Unsupervised Domain Adaptation with Residual Transfer Networks. On Training Bi-directional Neural Network Language Model with Noise Contrastive Estimation. Attributes as Semantic Un …
Paper Group ANR 73

Paper Group ANR 73

May 7, 2019

Evaluating Induced CCG Parsers on Grounded Semantic Parsing. Image Restoration with Locally Selected Class-Adapted Models. A Geometric Approach to Color Image Regularization. Joint denoising and distortion correction of atomic scale scanning transmission electron microscopy images. Estimating Sparse Signals with Smooth Support via Convex Programmin …
Paper Group ANR 76

Paper Group ANR 76

May 7, 2019

Visual Tracking via Shallow and Deep Collaborative Model. Exercise Motion Classification from Large-Scale Wearable Sensor Data Using Convolutional Neural Networks. Probabilistic Neural Programs. Petrarch 2 : Petrarcher. Human Computer Interaction Using Marker Based Hand Gesture Recognition. GAdaBoost: Accelerating Adaboost Feature Selection with Ge …
Paper Group ANR 81

Paper Group ANR 81

May 7, 2019

Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015. Learning Gaze Transitions from Depth to Improve Video Saliency Estimation. Principled Option Learning in Markov Decision Processes. The use of deep learning in image segmentation, classification and detection. A pre-semantics for counterfactual conditionals and …
Paper Group ANR 92

Paper Group ANR 92

May 7, 2019

Team-Optimal Distributed MMSE Estimation in General and Tree Networks. Best-of-K Bandits. Robust Matrix Regression. Safe Probability. PSDVec: a Toolbox for Incremental and Scalable Word Embedding. The Evolutionary Process of Image Transition in Conjunction with Box and Strip Mutation. Interactive Tools and Tasks for the Hebrew Bible. Complex Decomp …
Paper Group ANR 94

Paper Group ANR 94

May 7, 2019

A Single Model Explains both Visual and Auditory Precortical Coding. Probing the Geometry of Data with Diffusion Fréchet Functions. Energy Disaggregation for Real-Time Building Flexibility Detection. Adaptive regularization for Lasso models in the context of non-stationary data streams. A Survey of Qualitative Spatial and Temporal Calculi – Algebr …
Paper Group AWR 101

Paper Group AWR 101

May 7, 2019

Input Convex Neural Networks. Temporal Learning and Sequence Modeling for a Job Recommender System. A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans. Deep Fully-Connected Networks for Video Compressive Sensing. Deep Learning for Music. Word Ordering Without Syntax. On Image segmentation using Fractional Gradients-Learning Model P …
Paper Group AWR 102

Paper Group AWR 102

May 7, 2019

Convolutional Recurrent Neural Networks for Music Classification. Recurrent Dropout without Memory Loss. Geometric deep learning on graphs and manifolds using mixture model CNNs. Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization. An Efficient Character-Level Neural Machine Translation. NIPS 2016 Tutorial: Generative Adversaria …
Paper Group AWR 104

Paper Group AWR 104

May 7, 2019

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics. Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data. Sampling Generative Networks. It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. Communication-Efficient Learning of Deep Networks from Decentralized Data. Latent Pre …
Paper Group AWR 11

Paper Group AWR 11

May 7, 2019

Shallow and Deep Convolutional Networks for Saliency Prediction. Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. An Efficient Training Algorithm for Kernel Survival Support Vector Machines. Double Thompson Sampling for Dueling Bandits. Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. Causal Lear …
Paper Group AWR 14

Paper Group AWR 14

May 7, 2019

Unsupervised Representation Learning of Structured Radio Communication Signals. Professor Forcing: A New Algorithm for Training Recurrent Networks. Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation. WAHRSIS: A Low-cost, High-resolution Whole Sky Imager With Near-Infrared Capabilities. Two are Better than One: An Ensemble …
Paper Group AWR 15

Paper Group AWR 15

May 7, 2019

Lens Distortion Rectification using Triangulation based Interpolation. MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving. Optimization Methods for Large-Scale Machine Learning. Unsupervised Cross-Domain Image Generation. Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes. Recurrent Neural Network Grammars. J …
Paper Group AWR 18

Paper Group AWR 18

May 7, 2019

Common-Description Learning: A Framework for Learning Algorithms and Generating Subproblems from Few Examples. Correlation Alignment for Unsupervised Domain Adaptation. Understanding deep learning requires rethinking generalization. Deep CORAL: Correlation Alignment for Deep Domain Adaptation. Building a Large Scale Dataset for Image Emotion Recogn …
Paper Group AWR 24

Paper Group AWR 24

May 7, 2019

Visual Question Answering: A Survey of Methods and Datasets. Multiframe Motion Coupling for Video Super Resolution. On the Quantitative Analysis of Decoder-Based Generative Models. Learning to Poke by Poking: Experiential Learning of Intuitive Physics. The GPU-based Parallel Ant Colony System. 3D fully convolutional networks for subcortical segment …
Paper Group AWR 25

Paper Group AWR 25

May 7, 2019

Tensor Switching Networks. Learning Representations for Automatic Colorization. Robust and Low-Rank Representation for Fast Face Identification with Occlusions. SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient. Boosting Joint Models for Longitudinal and Time-to-Event Data. Interpreting Neural Networks to Improve Politeness Comprehe …