Probabilistic Programming

Paper Group ANR 42

Paper Group ANR 42

May 7, 2019

Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm. Where is my Phone ? Personal Object Retrieval from Egocentric Images. Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup. Consistent Kernel Mean Estimation for Functions of Random Variables. Deep Amortized Inference for Probabilist …
Paper Group ANR 48

Paper Group ANR 48

May 7, 2019

A New Approach for Revising Logic Programs. Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration. Conditional Generative Moment-Matching Networks. Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring. TerpreT: A Probabilistic Programming Language for Program Induction. Recurrent Mixture Density Network for Sp …
Paper Group ANR 57

Paper Group ANR 57

May 7, 2019

Projected Semi-Stochastic Gradient Descent Method with Mini-Batch Scheme under Weak Strong Convexity Assumption. Accent Classification with Phonetic Vowel Representation. Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods. Crowd collectiveness measure via graph-based node clique lear …
Paper Group ANR 88

Paper Group ANR 88

May 7, 2019

Practical optimal experiment design with probabilistic programs. Old Content and Modern Tools - Searching Named Entities in a Finnish OCRed Historical Newspaper Collection 1771-1910. Chinese/English mixed Character Segmentation as Semantic Segmentation. CNN-aware Binary Map for General Semantic Segmentation. Automatic verbal aggression detection fo …
Paper Group AWR 27

Paper Group AWR 27

May 7, 2019

Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering. Preliminaries of a Space Situational Awareness Ontology. Drawing and Recognizing Chinese Characters with Recurrent Neural Network. Fully Convolutional Networks for Semantic Segmentation. Sequence-to-point learning with neural networks for nonintrusive load monitoring. Deep …
Paper Group AWR 45

Paper Group AWR 45

May 7, 2019

Recurrent Highway Networks. Compression Artifacts Removal Using Convolutional Neural Networks. Convolutional Oriented Boundaries. Fast Fourier Color Constancy. Pixel Recurrent Neural Networks. Sequence-Level Knowledge Distillation. Simultaneous Surface Reflectance and Fluorescence Spectra Estimation. On Regularization Parameter Estimation under Cov …
Paper Group AWR 69

Paper Group AWR 69

May 7, 2019

A Context-aware Natural Language Generator for Dialogue Systems. Predicting Domain Generation Algorithms with Long Short-Term Memory Networks. Harnessing Deep Neural Networks with Logic Rules. Globally Normalized Transition-Based Neural Networks. Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data. Theoretical …
Paper Group AWR 90

Paper Group AWR 90

May 7, 2019

Deep Convolutional Neural Network Design Patterns. Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data. Generic Inference in Latent Gaussian Process Models. Direct Sparse Odometry. Google’s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. A Compare-Aggregate Model for Ma …
Paper Group ANR 196

Paper Group ANR 196

May 6, 2019

Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo. Generalized Root Models: Beyond Pairwise Graphical Models for Univariate Exponential Families. Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition. Temporal Feature Selection on Networked Time Series. LSTM-Based Predictions for Proac …
Paper Group ANR 199

Paper Group ANR 199

May 6, 2019

Classifying Options for Deep Reinforcement Learning. Inductive supervised quantum learning. Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis. Determination of Pedestrian Flow Performance Based on Video Tracking and Microscopic Simulations. Polyhedron Volume-Ratio-based Classification for Image Recognition. Charagram: Embeddi …
Paper Group ANR 234

Paper Group ANR 234

May 6, 2019

Optimized Kernel-based Projection Space of Riemannian Manifolds. Fair Division via Social Comparison. A novel learning-based frame pooling method for Event Detection. The RNN-ELM Classifier. Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016. Efficient Continuous Relaxations for Dense CRF. Enhancing Use Case Poi …
Paper Group ANR 256

Paper Group ANR 256

May 6, 2019

Learning Sparse Graphs Under Smoothness Prior. Relaxation of the EM Algorithm via Quantum Annealing. SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks. A natural language interface to a graph-based bibliographic information retrieval system. Linear Learning with Sparse Data. Toward a Deep Neural Approach for Knowledge-Base …
Paper Group ANR 296

Paper Group ANR 296

May 6, 2019

Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising. Fundamental Matrices from Moving Objects Using Line Motion Barcodes. Resource Sharing for Multi-Tenant NoSQL Data Store in Cloud. Language Detection For Short Text Messages In Social Media. Unsupervised Semantic Action Discovery from Video Collect …
Paper Group ANR 305

Paper Group ANR 305

May 6, 2019

On the Solvability of Inductive Problems: A Study in Epistemic Topology. Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints. Partial Face Detection for Continuous Authentication. Probabilistic Inference Modulo Theories. Understanding image motion with group representations. Pseudo-Margina …
Paper Group ANR 306

Paper Group ANR 306

May 6, 2019

Heterogeneous Strategy Particle Swarm Optimization. Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes. Attentive Pooling Networks. Extraction of airway trees using multiple hypothesis tracking and template matching. A Linear Algebraic Approach to Datalog Evaluation. Learning Efficient Algorithms with Hierar …
Paper Group ANR 320

Paper Group ANR 320

May 6, 2019

Rectifier Neural Network with a Dual-Pathway Architecture for Image Denoising. Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks. Multimodal Classification of Events in Social Media. Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs. Selecting the Selection. An improve …
Paper Group ANR 350

Paper Group ANR 350

May 6, 2019

#HashtagWars: Learning a Sense of Humor. World Knowledge as Indirect Supervision for Document Clustering. A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams. Image Decomposition Using a Robust Regression Approach. Learning Joint Representations of Videos and Sentences with Web Image Search. Neural Beli …
Paper Group ANR 369

Paper Group ANR 369

May 6, 2019

Neural Machine Translation with Supervised Attention. Channel Equalization Using Multilayer Perceptron Networks. On Some Properties of Calibrated Trifocal Tensors. Efficient Summarization with Read-Again and Copy Mechanism. A Step from Probabilistic Programming to Cognitive Architectures. Complexity of Discrete Energy Minimization Problems. Learnin …
Paper Group ANR 385

Paper Group ANR 385

May 6, 2019

Automatic Identification of Sarcasm Target: An Introductory Approach. Are Word Embedding-based Features Useful for Sarcasm Detection?. Deep Identity-aware Transfer of Facial Attributes. Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation. Measuring the reliability of MCMC inference with bidirectional M …
Paper Group NANR 122

Paper Group NANR 122

May 5, 2019

Prediction of Prospective User Engagement with Intelligent Assistants. Discourse Relation Sense Classification Systems for CoNLL-2016 Shared Task. RTM at SemEval-2016 Task 1: Predicting Semantic Similarity with Referential Translation Machines and Related Statistics. Discourse Structure and Dialogue Acts in Multiparty Dialogue: the STAC Corpus. Loc …
Paper Group NANR 32

Paper Group NANR 32

May 5, 2019

Cross-Lingual Question Answering Using Common Semantic Space. CORILSE: a Spanish Sign Language Repository for Linguistic Analysis. Measuring Lexical Quality of a Historical Finnish Newspaper Collection ― Analysis of Garbled OCR Data with Basic Language Technology Tools and Means. Phonotactic Modeling of Extremely Low Resource Languages. Using Rel …
Paper Group NAWR 9

Paper Group NAWR 9

May 5, 2019

Embeddings for Word Sense Disambiguation: An Evaluation Study. An Automatic Prosody Tagger for Spontaneous Speech. Better call Saul: Flexible Programming for Learning and Inference in NLP. Coarse-grained Argumentation Features for Scoring Persuasive Essays. QA-It: Classifying Non-Referential It for Question Answer Pairs. pke: an open source python- …