reinforcement learning

Paper Group ANR 204

Paper Group ANR 204

July 28, 2019

Understanding the Mechanisms of Deep Transfer Learning for Medical Images. Study of Clear Sky Models for Singapore. Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. A Maximum Matching Algorithm for Basis Selection in Spectral Learning. Neural Speed Reading via Skim-RNN. Discriminative Bimodal Networks for Visu …
Paper Group ANR 211

Paper Group ANR 211

July 28, 2019

An Attention-Based Deep Net for Learning to Rank. Image Segmentation of Multi-Shaped Overlapping Objects. Topology Analysis of International Networks Based on Debates in the United Nations. Kernel Scaling for Manifold Learning and Classification. Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. Long-Term Ensemble Learnin …
Paper Group ANR 213

Paper Group ANR 213

July 28, 2019

A Finite State and Rule-based Akshara to Prosodeme (A2P) Converter in Hindi. A Study of AI Population Dynamics with Million-agent Reinforcement Learning. Reasoning by Cases in Structured Argumentation. The Multiscale Bowler-Hat Transform for Blood Vessel Enhancement in Retinal Images. On Matching Skulls to Digital Face Images: A Preliminary Approac …
Paper Group ANR 219

Paper Group ANR 219

July 28, 2019

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. Transferring Autonomous Driving Knowledge on Simulated and Real Intersections. Robust Locally-Linear Controllable Embedding. Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness Detection. Deep Learning and Model Predictive Control for Self-Tuning M …
Paper Group ANR 224

Paper Group ANR 224

July 28, 2019

Human Pose Forecasting via Deep Markov Models. A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Inverse Classification for Comparison-based Interpretability in Machine Learning. Learning Deep Representations for Word Spotting Under Weak Supervision. On the use of convolutional neural networks for robust classification of …
Paper Group ANR 225

Paper Group ANR 225

July 28, 2019

A Statistical Machine Learning Approach to Yield Curve Forecasting. An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning. A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. ScanNet: A Fast and Dense S …
Paper Group ANR 226

Paper Group ANR 226

July 28, 2019

LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. Aggregating incoherent agents who disagree. Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs?. Machine Learning and Social Robotics for Detecting Early Signs of Dementia. Une mesure d’exper …
Paper Group ANR 228

Paper Group ANR 228

July 28, 2019

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. Counterfactual Language Model Adaptation for Suggesting Phrases. Synthetic Database for Evaluation of General, Fundamental Biometric Principles. License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks. An Optimal Online Method o …
Paper Group ANR 229

Paper Group ANR 229

July 28, 2019

Learning Large-Scale Bayesian Networks with the sparsebn Package. Learning Data Manifolds with a Cutting Plane Method. Survey of Recent Advances in Visual Question Answering. State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning. Subdeterminant Maximization via Nonconvex Relaxations and Anti-concentration. L1-no …
Paper Group ANR 230

Paper Group ANR 230

July 28, 2019

Gradient-based Camera Exposure Control for Outdoor Mobile Platforms. A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching. Generalization and Equilibrium in Generative Adversarial Nets (GANs). Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality. Shallow Discourse Parsing with Maxim …
Paper Group ANR 231

Paper Group ANR 231

July 28, 2019

Transforming Bell’s Inequalities into State Classifiers with Machine Learning. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks. Entropy-based Pruning for Learning Bayesian Networks using BIC. Genetic …
Paper Group ANR 233

Paper Group ANR 233

July 28, 2019

Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events. On the Power of Truncated SVD for General High-rank Matrix Estimation Problems. Learning Semantic Correspondences in Technical Documentation. Analysis of Thompson Sampling for Gaussian Process Optimization in the Bandit Setting. Crim …
Paper Group ANR 236

Paper Group ANR 236

July 28, 2019

Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification. Energy Storage Arbitrage in Real-Time Markets via Reinforcement Learning. The Promise and Peril of Human Evaluation for Model Interpretability. VAE Learning via Stein Variational Gradient Descent. 3D Face Reconstruction with Region Based Best Fit Blending Using Mob …
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 241

Paper Group ANR 241

July 28, 2019

Cheryl’s Birthday. Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN. Approximation of probability density functions on the Euclidean group parametrized by dual quaternions. Job Detection in Twitter. Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons. Accurate Motion Estimation through Random Sample …
Paper Group ANR 245

Paper Group ANR 245

July 28, 2019

Interpretable Apprenticeship Learning with Temporal Logic Specifications. Binarsity: a penalization for one-hot encoded features in linear supervised learning. A Learning-Based Approach for Lane Departure Warning Systems with a Personalized Driver Model. Fast Model Identification via Physics Engines for Data-Efficient Policy Search. Introspection: …
Paper Group ANR 248

Paper Group ANR 248

July 28, 2019

Multi-Level Discovery of Deep Options. LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. Making up for the deficit in a marathon run. Language Design as Information Renormalization. Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis. Testing Piecewis …
Paper Group ANR 252

Paper Group ANR 252

July 28, 2019

Maximum Selection and Ranking under Noisy Comparisons. DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders. SeeThrough: Finding Chairs in Heavily Occluded Indoor Scene Images. Deeply-Supervised CNN for Prostate Segmentation. Evaluation of PPG Biometrics f …
Paper Group ANR 258

Paper Group ANR 258

July 28, 2019

IQN: An Incremental Quasi-Newton Method with Local Superlinear Convergence Rate. A clustering approach to heterogeneous change detection. GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification. SORT: Second-Order Response Transform for Visual Recognition. How Intelligent is your Intelligent Robot?. Plug-and-Play Unplugged: …
Paper Group ANR 259

Paper Group ANR 259

July 28, 2019

Horn-ICE Learning for Synthesizing Invariants and Contracts. Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding. A DIKW Paradigm to Cognitive Engineering. Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. TripletGAN: Trai …
Paper Group ANR 260

Paper Group ANR 260

July 28, 2019

Analysis of Dropout in Online Learning. Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution. On Compiling DNNFs without Determinism. Improved Support Recovery Guarantees for the Group Lasso With Applications to Structural Health Monitoring. An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comp …
Paper Group ANR 263

Paper Group ANR 263

July 28, 2019

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Event …
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 269

Paper Group ANR 269

July 28, 2019

Learning Belief Network Structure From Data under Causal Insufficiency. Neural network identification of people hidden from view with a single-pixel, single-photon detector. Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model. Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing. Value Directed Explor …
Paper Group ANR 272

Paper Group ANR 272

July 28, 2019

Learning to Parse and Translate Improves Neural Machine Translation. Capturing natural-colour 3D models of insects for species discovery. The Algorithmic Inflection of Russian and Generation of Grammatically Correct Text. Variational Adaptive-Newton Method for Explorative Learning. Active Self-Paced Learning for Cost-Effective and Progressive Face …
Paper Group ANR 274

Paper Group ANR 274

July 28, 2019

Identifying First-person Camera Wearers in Third-person Videos. Structured Set Matching Networks for One-Shot Part Labeling. Partial Knowledge In Embeddings. Multitask diffusion adaptation over networks with common latent representations. Structural Embedding of Syntactic Trees for Machine Comprehension. Improving the Performance of Online Neural T …
Paper Group ANR 279

Paper Group ANR 279

July 28, 2019

Robust Tracking Using Region Proposal Networks. Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. Matroids Hitting Sets and Unsupervised Dependency Grammar Induction. Video Highlight Prediction Using Audience Chat Reactions. Flow Navigation by Smart Microswimmers via Reinforcement Learning. Comparison of echo state network o …