Question Answering

Paper Group ANR 448

Paper Group ANR 448

July 28, 2019

Fooling Vision and Language Models Despite Localization and Attention Mechanism. Camera Calibration by Global Constraints on the Motion of Silhouettes. Non-negative Matrix Factorization: Robust Extraction of Extended Structures. Egocentric Hand Detection Via Dynamic Region Growing. Adaptive Cost Function for Pointcloud Registration. Novel Sensor Sc …
Paper Group ANR 456

Paper Group ANR 456

July 28, 2019

A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models. Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. Clustering in Hilbert simplex geometry. Detection of Tooth caries in Bitewing Radiographs using Deep Learning. FoodNet: Recognizing Foods Using Ensemble of Deep Networks. Pattern Recogn …
Paper Group ANR 457

Paper Group ANR 457

July 28, 2019

Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. Show and Recall: Learning What Makes Videos Memorable. Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection. CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images. Setting Players’ Beha …
Paper Group ANR 459

Paper Group ANR 459

July 28, 2019

Tensor Regression Meets Gaussian Processes. Local Jet Pattern: A Robust Descriptor for Texture Classification. Using experimental game theory to transit human values to ethical AI. Non-FPT lower bounds for structural restrictions of decision DNNF. UnDeepVO: Monocular Visual Odometry through Unsupervised Deep Learning. Monocular Visual Odometry for …
Paper Group ANR 460

Paper Group ANR 460

July 28, 2019

Universal Reasoning, Rational Argumentation and Human-Machine Interaction. Equivalence between LINE and Matrix Factorization. Understanding and Comparing Deep Neural Networks for Age and Gender Classification. Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables. Co-clustering through Optimal Transp …
Paper Group ANR 464

Paper Group ANR 464

July 27, 2019

Ontological Multidimensional Data Models and Contextual Data Qality. Bootstrap Robust Prescriptive Analytics. Fingerprint Extraction Using Smartphone Camera. Adapting general-purpose speech recognition engine output for domain-specific natural language question answering. End-to-end Planning of Fixed Millimeter-Wave Networks. NeST: A Neural Network …
Paper Group ANR 473

Paper Group ANR 473

July 27, 2019

An On-chip Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. $k$-Nearest Neighbor Augmented Neural Networks for Text Classification. Cros …
Paper Group ANR 480

Paper Group ANR 480

July 27, 2019

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. Deep LSTM for Large Vocabulary Continuous Speech Recognition. Inverse Risk-Sensitive Reinforcement Learning. Which phoneme-to-viseme maps best improve visual-only computer lip-reading?. Automating Direct Speech Variations in Stories and Games. Potential Func …
Paper Group ANR 499

Paper Group ANR 499

July 27, 2019

Experimental results : Reinforcement Learning of POMDPs using Spectral Methods. Open-World Visual Recognition Using Knowledge Graphs. Building competitive direct acoustics-to-word models for English conversational speech recognition. Learning to Play Othello with Deep Neural Networks. Direct Acoustics-to-Word Models for English Conversational Speec …
Paper Group ANR 501

Paper Group ANR 501

July 27, 2019

Randomness in Deconvolutional Networks for Visual Representation. Dense Multi-view 3D-reconstruction Without Dense Correspondences. Towards Understanding the Invertibility of Convolutional Neural Networks. Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition. Assessing State-of-the-Art Sentiment Models on State-of-the-Art Se …
Paper Group ANR 522

Paper Group ANR 522

July 27, 2019

Distributed Voting/Ranking with Optimal Number of States per Node. Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction. Boundary Crossing Probabilities for General Exponential Families. Manifold Alignment Determination: finding correspondences across different data views. Learning Deep ResNet Bloc …
Paper Group ANR 529

Paper Group ANR 529

July 27, 2019

Gaussian Processes with Context-Supported Priors for Active Object Localization. Collaborative Deep Reinforcement Learning for Joint Object Search. Large-scale Feature Selection of Risk Genetic Factors for Alzheimer’s Disease via Distributed Group Lasso Regression. RaspiReader: An Open Source Fingerprint Reader Facilitating Spoof Detection. Non-Con …
Paper Group ANR 535

Paper Group ANR 535

July 27, 2019

Learning Invariant Riemannian Geometric Representations Using Deep Nets. Distributed Constraint Problems for Utilitarian Agents with Privacy Concerns, Recast as POMDPs. Towards CT-quality Ultrasound Imaging using Deep Learning. A relevance-scalability-interpretability tradeoff with temporally evolving user personas. Deep Learning Microscopy. Multi- …
Paper Group ANR 541

Paper Group ANR 541

July 27, 2019

PixelNN: Example-based Image Synthesis. Efficient Online Linear Optimization with Approximation Algorithms. Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. Modeling Events as Machines. Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. DeepAPT: Nation-State APT Attribut …
Paper Group ANR 566

Paper Group ANR 566

July 27, 2019

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure. Less-forgetful Learning for Domain Expansion in Deep Neural Networks. Compact Tensor Pooling for Visual Question Answering. DeepDeblur: Fast one-step blurry face images restoration. Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. UG^2: …
Paper Group ANR 568

Paper Group ANR 568

July 27, 2019

Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer’s Disease Patients. Nonlinear network-based quantitative trait prediction from transcriptomic data. Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network. Tree Memory Networks for Modelling Lo …
Paper Group ANR 591

Paper Group ANR 591

July 27, 2019

Drift Analysis. Supervised Deep Hashing for Hierarchical Labeled Data. Query Efficient Posterior Estimation in Scientific Experiments via Bayesian Active Learning. A Real-time and Registration-free Framework for Dynamic Shape Instantiation. Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning. Product Graph-based Highe …
Paper Group ANR 599

Paper Group ANR 599

July 27, 2019

Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models. BKTreebank: Building a Vietnamese Dependency Treebank. Semantic Instance Labeling Leveraging Hierarchical Segmentation. Symbol detection in online handwritten graphics using Faster R-CNN. Automatic Music Highlight Extraction using Convolutional Recurrent Attention Ne …
Paper Group ANR 606

Paper Group ANR 606

July 27, 2019

Supervised Speech Separation Based on Deep Learning: An Overview. An Empirical Evaluation of Visual Question Answering for Novel Objects. Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. Inference in Graphical Models via Semidefinite Programming Hierarchies. Comparison of Batch Normalization and Weight N …
Paper Group ANR 612

Paper Group ANR 612

July 27, 2019

Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. Persistence Flamelets: multiscale Persistent Homology for kernel density exploration. Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. Fast single image super-resolution based on sigmoid transformation. Co …
Paper Group ANR 618

Paper Group ANR 618

July 27, 2019

K-means clustering for efficient and robust registration of multi-view point sets. Spatial-temporal wind field prediction by Artificial Neural Networks. The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. Active Exploration for Learning Symbolic Representations. A Modification of Particle Swarm Opt …
Paper Group ANR 621

Paper Group ANR 621

July 27, 2019

What does Attention in Neural Machine Translation Pay Attention to?. Matching neural paths: transfer from recognition to correspondence search. Linearly constrained Gaussian processes. Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition. Robust Speech Recognition Using Generative Adversarial Networks. A H …
Paper Group ANR 622

Paper Group ANR 622

July 27, 2019

Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. An Adaptive Framework for Missing Depth Inference Using Joint Bilateral Filter. Adversarial Examples that Fool Detectors. BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. Exploring Question Understanding and Ada …
Paper Group ANR 637

Paper Group ANR 637

July 27, 2019

Doubly Robust Data-Driven Distributionally Robust Optimization. Efficient Regret Minimization in Non-Convex Games. Listening to the World Improves Speech Command Recognition. BetaRun Soccer Simulation League Team: Variety, Complexity, and Learning. A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic imag …
Paper Group ANR 669

Paper Group ANR 669

July 27, 2019

Dynamic Model Selection for Prediction Under a Budget. Video Question Answering via Attribute-Augmented Attention Network Learning. Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks. Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and $k$-me …
Paper Group ANR 679

Paper Group ANR 679

July 27, 2019

Making 360$^{\circ}$ Video Watchable in 2D: Learning Videography for Click Free Viewing. On the Interplay between Strong Regularity and Graph Densification. A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering. Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss. Unders …
Paper Group ANR 685

Paper Group ANR 685

July 27, 2019

Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition. Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Pain-Free Random Differential Privacy with Sensitivity Sampling. Null Dyn …
Paper Group ANR 688

Paper Group ANR 688

July 27, 2019

Building a Syllable Database to Solve the Problem of Khmer Word Segmentation. DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction. Dual Skipping Networks. Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. Deep De-Aliasing for Fast Compressive Sensing MRI. A World of Difference: Div …