Bayesian Inference

Paper Group ANR 485

Paper Group ANR 485

July 27, 2019

Unsupervised Transformation Learning via Convex Relaxations. Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors. Guided Machine Learning for power grid segmentation. Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection. Robust Photometric Stereo Usin …
Paper Group ANR 486

Paper Group ANR 486

July 27, 2019

A Taught-Obesrve-Ask (TOA) Method for Object Detection with Critical Supervision. DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine. Human perception in computer vision. Airway segmentation from 3D chest CT volumes based on v …
Paper Group ANR 500

Paper Group ANR 500

July 27, 2019

Affine-Gradient Based Local Binary Pattern Descriptor for Texture Classiffication. Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains. Enter the Matrix: Safely Interruptible Autonomous Systems via Virtualization. Statistical Analysis on Bangla Newspaper Data to Extract Trending Topic and Visualize Its Change Over Time. …
Paper Group ANR 507

Paper Group ANR 507

July 27, 2019

Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments. Variational Inference for Logical Inference. MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU. Differentially Private Bayesian Learning on Distributed Data. Lower Bounds on the Bayes Risk of the Bayesian BTL Model with Applications to Comp …
Paper Group ANR 520

Paper Group ANR 520

July 27, 2019

Orthogonal and Idempotent Transformations for Learning Deep Neural Networks. Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning. Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification. Mostly Exploration-Free Algorithms for Contextual Bandits. A Probabilistic Linear Genetic Programming …
Paper Group ANR 521

Paper Group ANR 521

July 27, 2019

Enhanced Characterness for Text Detection in the Wild. Blind image deblurring using class-adapted image priors. Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks. Parle: parallelizing stochastic gradient descent. Comparison of Global Algorithms in Word Sense Disambiguation. Playing for Benchmarks. The IIT Bombay …
Paper Group ANR 539

Paper Group ANR 539

July 27, 2019

Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms. Phylogenetic Convolutional Neural Networks in Metagenomics. Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. Bayesian Compressive Sensing Using Normal Product Priors. Multitask training with unlabele …
Paper Group ANR 542

Paper Group ANR 542

July 27, 2019

Backpropagation generalized for output derivatives. A Computational Model of Afterimages based on Simultaneous and Successive Contrasts. Erratum: Link prediction in drug-target interactions network using similarity indices. An Effective Training Method For Deep Convolutional Neural Network. Improving Multilingual Named Entity Recognition with Wikip …
Paper Group ANR 554

Paper Group ANR 554

July 27, 2019

Identification of Probabilities. Multi-Task Learning of Keyphrase Boundary Classification. Automatic Estimation of Ice Bottom Surfaces from Radar Imagery. Recurrent Segmentation for Variable Computational Budgets. Cosmological model discrimination with Deep Learning. Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions. Graph Co …
Paper Group ANR 587

Paper Group ANR 587

July 27, 2019

Energy saving for building heating via a simple and efficient model-free control design: First steps with computer simulations. Feasibility Study: Moving Non-Homogeneous Teams in Congested Video Game Environments. EB-GLS: An Improved Guided Local Search Based on the Big Valley Structure. Modifying Optimal SAT-based Approach to Multi-agent Path-find …
Paper Group ANR 605

Paper Group ANR 605

July 27, 2019

AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild. The ratio of normalizing constants for Bayesian graphical Gaussian model selection. The Bag Semantics of Ontology-Based Data Access. Accurate Inference for Adaptive Linear Models. Optimization of Ensemble Supervised Learning Algorithms for Increased Sensitivity …
Paper Group ANR 616

Paper Group ANR 616

July 27, 2019

Sketching the order of events. Leveraging multiple datasets for deep leaf counting. A Bayesian Perspective on Generalization and Stochastic Gradient Descent. Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking. Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation. Online Learni …
Paper Group ANR 619

Paper Group ANR 619

July 27, 2019

Information Density as a Factor for Variation in the Embedding of Relative Clauses. Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection. Characterizing optimal hierarchical policy inference on graphs via non-equilibrium thermodynamics. Diversity-aware Multi-Video Summarization. Parameter Estimation in Computational Biology by …
Paper Group ANR 627

Paper Group ANR 627

July 27, 2019

Learning to Warm-Start Bayesian Hyperparameter Optimization. Deep Relaxation: partial differential equations for optimizing deep neural networks. Phase Transitions in the Pooled Data Problem. Bayesian Inference of Log Determinants. Refining Source Representations with Relation Networks for Neural Machine Translation. Exact Blur Measure Outperforms …
Paper Group ANR 652

Paper Group ANR 652

July 27, 2019

Relating Input Concepts to Convolutional Neural Network Decisions. Fine-graind Image Classification via Combining Vision and Language. Context Aware Document Embedding. Facial 3D Model Registration Under Occlusions With SensiblePoints-based Reinforced Hypothesis Refinement. Adversarial Discriminative Heterogeneous Face Recognition. Attention-Aware …
Paper Group ANR 655

Paper Group ANR 655

July 27, 2019

Analysis and Optimization of fastText Linear Text Classifier. Mining Frequent Patterns in Process Models. Sound-Word2Vec: Learning Word Representations Grounded in Sounds. Diffusion geometry unravels the emergence of functional clusters in collective phenomena. Learning Algorithms for Active Learning. Personalized Survival Predictions for Cardiac T …
Paper Group ANR 657

Paper Group ANR 657

July 27, 2019

Stochastic Variance Reduction Methods for Policy Evaluation. Visualizations for an Explainable Planning Agent. A Unified Multi-Faceted Video Summarization System. Building a Regular Decision Boundary with Deep Networks. Online Monotone Games. Bayesian inference on random simple graphs with power law degree distributions. Multi-Image Semantic Matchi …
Paper Group ANR 661

Paper Group ANR 661

July 27, 2019

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …
Paper Group ANR 663

Paper Group ANR 663

July 27, 2019

Vectorial Dimension Reduction for Tensors Based on Bayesian Inference. Deep Gaussian Mixture Models. PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees. A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose Estimation. Differentially Private Identity and Closeness Test …
Paper Group ANR 707

Paper Group ANR 707

July 27, 2019

Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. Restricted Causal Inference Algorithm. Non-Linear Phase-Shifting of Haar Wavelets for Run-Time All-Frequency Lighting. Blood capillaries …
Paper Group ANR 725

Paper Group ANR 725

July 27, 2019

Embedding Tarskian Semantics in Vector Spaces. The variational Laplace approach to approximate Bayesian inference. Light Field Blind Motion Deblurring. Fixed effects testing in high-dimensional linear mixed models. Discrete Gyrator Transforms: Computational Algorithms and Applications. Political Homophily in Independence Movements: Analysing and Cl …
Paper Group ANR 729

Paper Group ANR 729

July 27, 2019

Fast spatial inference in the homogeneous Ising model. Real-time convolutional networks for sonar image classification in low-power embedded systems. Inferring Narrative Causality between Event Pairs in Films. Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis. DocTag2Vec: An Embedding Based Multi-label …
Paper Group ANR 732

Paper Group ANR 732

July 27, 2019

An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling. Inference of Fine-Grained Event Causality from Blogs and Films. Clonal analysis of newborn hippocampal dentate granule cell proliferation and development in temporal lobe epilepsy. Large-Scale Goodness Polarity Lexicons for Community Question Answering. Dimensi …
Paper Group ANR 755

Paper Group ANR 755

July 26, 2019

Bayesian System Identification based on Hierarchical Sparse Bayesian Learning and Gibbs Sampling with Application to Structural Damage Assessment. Representation Learning for Scale-free Networks. OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts. Foreign-language Reviews: Help or Hindrance?. Modeling Musical Context with Word2v …
Paper Group ANR 757

Paper Group ANR 757

July 26, 2019

Analysing Errors of Open Information Extraction Systems. Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints. Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization. Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis. P …
Paper Group ANR 759

Paper Group ANR 759

July 26, 2019

Generating Different Story Tellings from Semantic Representations of Narrative. Exploring the Regularity of Sparse Structure in Convolutional Neural Networks. Conceptual Text Summarizer: A new model in continuous vector space. Relation Extraction : A Survey. Coordinate Descent with Bandit Sampling. Message Passing Stein Variational Gradient Descent …
Paper Group ANR 774

Paper Group ANR 774

July 26, 2019

Deep Generative Dual Memory Network for Continual Learning. Causal Inference through the Method of Direct Estimation. Causal Inference on Multivariate and Mixed-Type Data. Simple rules for complex decisions. On the Equivalence of Holographic and Complex Embeddings for Link Prediction. Block-Cyclic Stochastic Coordinate Descent for Deep Neural Netwo …
Paper Group ANR 797

Paper Group ANR 797

July 26, 2019

Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images. Semantically Consistent Image Completion with Fine-grained Details. Multi-Objective Approaches to Markov Decision Processes with Uncertain Transition Parameters. CS591 Report: Application of siamesa network in 2D transformation. A …