reinforcement learning

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 449

Paper Group ANR 449

July 28, 2019

Laying Down the Yellow Brick Road: Development of a Wizard-of-Oz Interface for Collecting Human-Robot Dialogue. Integrating Specialized Classifiers Based on Continuous Time Markov Chain. Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent …
Paper Group ANR 452

Paper Group ANR 452

July 28, 2019

REMIX: Automated Exploration for Interactive Outlier Detection. Provable Self-Representation Based Outlier Detection in a Union of Subspaces. A hybrid spatial data mining approach based on fuzzy topological relations and MOSES evolutionary algorithm. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to P …
Paper Group ANR 455

Paper Group ANR 455

July 28, 2019

Markov chain Hebbian learning algorithm with ternary synaptic units. Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code. Scalable Object Detection for Stylized Objects. Smart Augmentation - Learnin …
Paper Group ANR 461

Paper Group ANR 461

July 28, 2019

The Compressed Model of Residual CNDS. On the organization of grid and place cells: Neural de-noising via subspace learning. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy. A Survey of Model Compression and Acceleration for Deep Neural Networks. Texture Fuzzy Segmentation using Skew Divergence Adaptive …
Paper Group ANR 463

Paper Group ANR 463

July 28, 2019

Compressive Embedding and Visualization using Graphs. Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. On the letter frequencies and entropy of written Marathi. Context Attentive Bandits: Contextual Bandit with Restricted Context. Adversarial Neural Machine Translation. Delayed acceptance ABC-SMC. The Social Bow Tie. Adaptive coordina …
Paper Group ANR 466

Paper Group ANR 466

July 27, 2019

Discovering the Graph Structure in the Clustering Results. Item Silk Road: Recommending Items from Information Domains to Social Users. A Computer Vision System to Localize and Classify Wastes on the Streets. Time-Sensitive Bandit Learning and Satisficing Thompson Sampling. Safe Exploration for Identifying Linear Systems via Robust Optimization. 3D …
Paper Group ANR 469

Paper Group ANR 469

July 27, 2019

Binary Matrix Guessing Problem. Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation. Unified Pragmatic Models for Generating and Following Instructions. Naturalizing a Programming Language via Interactive Learning. Pedagogical learning. Fixing an error in Caponnetto and de Vito (2007). Geometrical morphology. Iris: A C …
Paper Group ANR 471

Paper Group ANR 471

July 27, 2019

Y-net: 3D intracranial artery segmentation using a convolutional autoencoder. Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries. UAV and Service Robot Coordination for Indoor Object Search Tasks. Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resoluti …
Paper Group ANR 472

Paper Group ANR 472

July 27, 2019

Variational Inference for Gaussian Process Models with Linear Complexity. Boltzmann Exploration Done Right. Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis). Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. Towards Building Large Scale Multimodal Domain-Aware Conversation System …
Paper Group ANR 475

Paper Group ANR 475

July 27, 2019

Learning Powers of Poisson Binomial Distributions. Putting a Face to the Voice: Fusing Audio and Visual Signals Across a Video to Determine Speakers. Deep Learning for Video Game Playing. Limiting the Reconstruction Capability of Generative Neural Network using Negative Learning. Deep Episodic Value Iteration for Model-based Meta-Reinforcement Lear …
Paper Group ANR 477

Paper Group ANR 477

July 27, 2019

HoME: a Household Multimodal Environment. Sharp Bounds for Generalized Uniformity Testing. Learning Interpretable Spatial Operations in a Rich 3D Blocks World. Autonomous Braking System via Deep Reinforcement Learning. Mosquito Detection with Neural Networks: The Buzz of Deep Learning. Human Action Recognition System using Good Features and Multila …
Paper Group ANR 478

Paper Group ANR 478

July 27, 2019

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation. A Novel Data-Driven Framework for Risk Characterization and Prediction from Electronic Medical Records: A Case Study of Renal Failure. Denoising of image gradients and total generalized variation denoising. Gaussian Process Latent Force Models for Learning and Stochastic Control of Phy …
Paper Group ANR 479

Paper Group ANR 479

July 27, 2019

Gradient Boosting on Stochastic Data Streams. A Variance Maximization Criterion for Active Learning. Providing Effective Real-time Feedback in Simulation-based Surgical Training. Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level. Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning. The …
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 482

Paper Group ANR 482

July 27, 2019

Decoding visemes: improving machine lipreading. Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization. A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection. End-To-End Face Detection and Recognition. Make Your Bone Great Again : A s …
Paper Group ANR 484

Paper Group ANR 484

July 27, 2019

Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis. Generalization for Adaptively-chosen Estimators via Stable Median. Reasoning in Non-Probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples. ALCN: Meta-Learning for Contrast Normalization Applie …
Paper Group ANR 487

Paper Group ANR 487

July 27, 2019

Multilingual Topic Models. Cross-Country Skiing Gears Classification using Deep Learning. Who’s Better? Who’s Best? Pairwise Deep Ranking for Skill Determination. Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition. Linear-Time Sequence Classification using Restricted Boltzmann Machines. A Popperian Falsifi …
Paper Group ANR 489

Paper Group ANR 489

July 27, 2019

MEC: Memory-efficient Convolution for Deep Neural Network. Transferring Semantic Roles Using Translation and Syntactic Information. Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization–Minimization Algorithm Approach. WMRB: Learning to Rank in a Scalable Batch Training Approach. Probabilistic Rule Realization and …
Paper Group ANR 490

Paper Group ANR 490

July 27, 2019

Towards Automatic Generation of Entertaining Dialogues in Chinese Crosstalks. Pattern recognition techniques for Boson Sampling validation. Large scale digital prostate pathology image analysis combining feature extraction and deep neural network. Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions. LIUM-CVC Submis …
Paper Group ANR 491

Paper Group ANR 491

July 27, 2019

Real-Time Adaptive Image Compression. Social Learning and Diffusion of Pervasive Goods: An Empirical Study of an African App Store. Efficient Version-Space Reduction for Visual Tracking. Learning to Represent Haptic Feedback for Partially-Observable Tasks. On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners. Person Re …
Paper Group ANR 492

Paper Group ANR 492

July 27, 2019

Deep Structure for end-to-end inverse rendering. Causal Generative Neural Networks. Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection. Fashioning with Networks: Neural Style Transfer to Design Clothes. Bi-Level Online Control without Regret. Texture Object Segmentation Based on Affine Invariant Texture Detect …
Paper Group ANR 493

Paper Group ANR 493

July 27, 2019

Adaptive Sampling Strategies for Stochastic Optimization. An Annotated Corpus of Relational Strategies in Customer Service. Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach. Artifact reduction for separable non-local means. Cover Tree Compressed Sensing for Fast MR Fingerprint Recovery. D …
Paper Group ANR 496

Paper Group ANR 496

July 27, 2019

Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer. Segmentation of nearly isotropic overlapped tracks in photomicrographs using successive erosions as watershed markers. Object Tracking based on Quantum Particle Swarm Optimization. IQ of Neural Networks. Gender-From-Iris or Gender-From-Mascara?. Happin …
Paper Group ANR 497

Paper Group ANR 497

July 27, 2019

Stochastic Non-convex Optimization with Strong High Probability Second-order Convergence. An Ensemble Classification Algorithm Based on Information Entropy for Data Streams. Adversarial Multi-task Learning for Text Classification. Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks. HSC: A Novel Method for Clustering Hierar …
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 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 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 …