Decision Making

Paper Group ANR 200

Paper Group ANR 200

July 28, 2019

Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning Approach. Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus. Exploiting oddsmaker bias to improve the prediction of NFL outcomes. Overcomplete Frame Thresholding for Acoustic Scene Analysis. Fault Detection of Br …
Paper Group ANR 202

Paper Group ANR 202

July 28, 2019

When Is the First Spurious Variable Selected by Sequential Regression Procedures?. Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data. Solving the Goddard problem by an influence diagram. Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks. An Investigation into the Pe …
Paper Group ANR 205

Paper Group ANR 205

July 28, 2019

Bipartite Graph Matching for Keyframe Summary Evaluation. A recommender system to restore images with impulse noise. Warped-Linear Models for Time Series Classification. Semi-analytical approximations to statistical moments of sigmoid and softmax mappings of normal variables. On Learning Mixtures of Well-Separated Gaussians. Fiber-Flux Diffusion De …
Paper Group ANR 208

Paper Group ANR 208

July 28, 2019

Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network. A filter based approach for inbetweening. Argumentation-based Security for Social Good. Is Natural Language a Perigraphic Process? The Theorem about Facts and Words Revisited. Hierarchical Representations for Efficient Architecture Search. Can …
Paper Group ANR 209

Paper Group ANR 209

July 28, 2019

Learning to Remember Translation History with a Continuous Cache. Bandit Models of Human Behavior: Reward Processing in Mental Disorders. Contrast Enhancement Estimation for Digital Image Forensics. Semi-Automatic Terminology Ontology Learning Based on Topic Modeling. MNL-Bandit: A Dynamic Learning Approach to Assortment Selection. The YouTube-8M K …
Paper Group ANR 210

Paper Group ANR 210

July 28, 2019

Mining relevant interval rules. Alternating minimization for dictionary learning: Local Convergence Guarantees. Transforming Musical Signals through a Genre Classifying Convolutional Neural Network. Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks. Augmenting End-to-End Dialog Systems with Commonsense Knowledge …
Paper Group ANR 220

Paper Group ANR 220

July 28, 2019

Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. LogitBoost autoregressive networks. A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. Optimizing Quantum Models of Classical Chan …
Paper Group ANR 232

Paper Group ANR 232

July 28, 2019

A Biomedical Information Extraction Primer for NLP Researchers. Emo, Love, and God: Making Sense of Urban Dictionary, a Crowd-Sourced Online Dictionary. Improving high-pass fusion method using wavelets. Detecting confounding in multivariate linear models via spectral analysis. Nearest Labelset Using Double Distances for Multi-label Classification. …
Paper Group ANR 238

Paper Group ANR 238

July 28, 2019

Nationality Classification Using Name Embeddings. On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes. Abstract Argumentation / Persuasion / Dynamics. Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. Convergence Results for Neural Networks via Elec …
Paper Group ANR 239

Paper Group ANR 239

July 28, 2019

Intelligent Subset Selection of Power Generators for Economic Dispatch. 4d isip: 4d implicit surface interest point detection. Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning. Isomorphism between Differential and Moment Invariants under Affine Transform. Using Global Constraints and Reranking to Improve Cogna …
Paper Group ANR 240

Paper Group ANR 240

July 28, 2019

Multivariate Regression with Gross Errors on Manifold-valued Data. Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. Care about you: towards large-scale human-centric …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 261

Paper Group ANR 261

July 28, 2019

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction. Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings. Scaling Binarized Neural Networks on Reconfigurable Logic. Recurrent …
Paper Group ANR 264

Paper Group ANR 264

July 28, 2019

Learning Concept Embeddings for Efficient Bag-of-Concepts Densification. End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. General AI Challenge - Round One: Gradual Learning. Modeling Latent Attention Within Neural Networks. A Robust Multi-Batch L-BFGS Method for Machine Learn …
Paper Group ANR 268

Paper Group ANR 268

July 28, 2019

Zone-based Keyword Spotting in Bangla and Devanagari Documents. Authorship Analysis of Xenophon’s Cyropaedia. Answer Set Programming for Non-Stationary Markov Decision Processes. Organic Computing in the Spotlight. On the Global-Local Dichotomy in Sparsity Modeling. Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. T …
Paper Group ANR 286

Paper Group ANR 286

July 28, 2019

Examining CNN Representations with respect to Dataset Bias. Crop Planning using Stochastic Visual Optimization. Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary. Collaborative Summarization of Topic-Related Videos. Surfacing contextual hate speech words within social media. Face-to-BMI: Using Computer Vision to Infer Body …
Paper Group ANR 290

Paper Group ANR 290

July 28, 2019

A Parameter-Free Learning Automaton Scheme. Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons. Neural Graph Machines: Learning Neural Networks Using Graphs. Lower Bound On the Computational Complexity of Discounted Markov Decision Problems. Path-Based Attention Neural Model for Fine-Grained Entity Typing. Exploit …
Paper Group ANR 292

Paper Group ANR 292

July 28, 2019

Applications of Deep Learning and Reinforcement Learning to Biological Data. A Connectedness Constraint for Learning Sparse Graphs. Large-Scale Classification of Structured Objects using a CRF with Deep Class Embedding. A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity. Learning to Generate Time-Lapse Videos Us …
Paper Group ANR 293

Paper Group ANR 293

July 28, 2019

Learning Features from Co-occurrences: A Theoretical Analysis. Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics. Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion. Meta Networks. Joint Blind Motion Deblurring and Depth Estimation of Light Field. Universal Denoisin …
Paper Group ANR 299

Paper Group ANR 299

July 28, 2019

Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model. An Empirical Bayes Approach for High Dimensional Classification. Recovering Dense Tissue Multispectral Signal from in vivo RGB Images. Types of Cognition and its Implications for future High-Level Cognitive Machines. A clever elimination strategy for eff …
Paper Group ANR 305

Paper Group ANR 305

July 28, 2019

Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. Geometric Enclosing Networks. Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks. Stein Variational Gradient Descent as Gradient Flow. Analysing Data-To-Text Gener …
Paper Group ANR 306

Paper Group ANR 306

July 28, 2019

Direct White Matter Bundle Segmentation using Stacked U-Nets. Discrepancy-Based Algorithms for Non-Stationary Rested Bandits. Incremental learning of high-level concepts by imitation. Robust and Precise Vehicle Localization based on Multi-sensor Fusion in Diverse City Scenes. Jointly Optimizing Placement and Inference for Beacon-based Localization. …
Paper Group ANR 307

Paper Group ANR 307

July 28, 2019

Unsupervised Incremental Learning of Deep Descriptors From Video Streams. Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint. Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application. Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks. UC Merce …
Paper Group ANR 310

Paper Group ANR 310

July 28, 2019

SCNet: Learning Semantic Correspondence. Deep Reinforcement Learning for Conversational AI. Grammatical Inference as a Satisfiability Modulo Theories Problem. General Phase Regularized Reconstruction using Phase Cycling. Semi-Supervised Hierarchical Semantic Object Parsing. Restricting Greed in Training of Generative Adversarial Network. Point of I …
Paper Group ANR 313

Paper Group ANR 313

July 28, 2019

Learning Convex Regularizers for Optimal Bayesian Denoising. Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. A Generative Model of Group Conversation. Sequential Attention: A Context-Aware Alignment Function for Machine Reading. What are the visual features underlying human versus machine visio …
Paper Group ANR 314

Paper Group ANR 314

July 28, 2019

Dynamic Graph Convolutional Networks. A Color Quantization Optimization Approach for Image Representation Learning. Real-time visual tracking by deep reinforced decision making. Clustering Stable Instances of Euclidean k-means. A Survey on Deep Learning in Medical Image Analysis. Combining Real-Valued and Binary Gabor-Radon Features for Classificat …
Paper Group ANR 320

Paper Group ANR 320

July 28, 2019

Privacy-Preserving Adversarial Networks. Testing for Feature Relevance: The HARVEST Algorithm. Lipschitz Properties for Deep Convolutional Networks. HyperENTM: Evolving Scalable Neural Turing Machines through HyperNEAT. Quantifying Translation-Invariance in Convolutional Neural Networks. Learning to Schedule Deadline- and Operator-Sensitive Tasks. …
Paper Group ANR 323

Paper Group ANR 323

July 28, 2019

Lexical Disambiguation in Natural Language Questions (NLQs). Building Robust Deep Neural Networks for Road Sign Detection. Adaptive Scaling. Computational Social Choice and Computational Complexity: BFFs?. Text-based Adventures of the Golovin AI Agent. High-Precision Localization Using Ground Texture. Good Arm Identification via Bandit Feedback. Fa …