Asim Munawar

发表

Hybrid of genetic algorithm and local search to solve MAX-SAT problem using nVidia CUDA framework

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2009, Genetic Programming and Evolvable Machines.

SOAG: Service Oriented Architectured Grids and adoption of application specific QoS attributes

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 9th IEEE/ACM International Conference on Grid Computing.

The design, usage, and performance of GridUFO: A Grid based Unified Framework for Optimization

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2010, Future Gener. Comput. Syst..

Implementation and Optimization of cGA+LS to solve Capacitated VRP over Cell/B.E.

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2009 .

A Grid based Unified Framework for Optimization

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008 .

Teaching a Robot Pick and Place Task using Recurrent Neural Network

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2016 .

Adversarial Discriminative Attention for Robust Anomaly Detection

Asim Munawar, Ryuki Tachibana, Subhajit Chaudhury, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Reinforcement Learning Testbed for Power-Consumption Optimization pdf

Giovanni De Magistris, Asim Munawar, Ryuki Tachibana, 2018, ArXiv.

A Survey: Genetic Algorithms and the Fast Evolving World of Parallel Computing

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 10th IEEE International Conference on High Performance Computing and Communications.

Structural inpainting of road patches for anomaly detection

Asim Munawar, Clement Creusot, Asim Munawar, 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

Learning Multiple Sound Source 2D Localization

Don Joven Agravante, Asim Munawar, Phongtharin Vinayavekhin, 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP).

A Framework for Cloud Embedded Web Services Utilized by Cloud Applications

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2011, 2011 IEEE World Congress on Services.

Focusing on What is Relevant: Time-Series Learning and Understanding using Attention

Don Joven Agravante, Giovanni De Magistris, Asim Munawar, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos

Asim Munawar, Phongtharin Vinayavekhin, Ryuki Tachibana, 2019, 2019 IEEE International Symposium on Multimedia (ISM).

Spatially-weighted Anomaly Detection with Regression Model pdf

Asim Munawar, Ryuki Tachibana, Daiki Kimura, 2019, ArXiv.

A General Service-Oriented Grid Computing Framework for Global Optimization Problem Solving

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 IEEE International Conference on Services Computing.

A GPU Accelerated Fragment-based De Novo Ligand Design by a Bayesian Optimization Algorithm

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2012 .

Design and Implementation of Linked Planning Domain Definition Language pdf

Asim Munawar, Michiaki Tatsubori, Takao Moriyama, 2019, ArXiv.

Constrained Exploration and Recovery from Experience Shaping pdf

Don Joven Agravante, Giovanni De Magistris, Asim Munawar, 2018, ArXiv.

Text to image generative model using constrained embedding space mapping

Asim Munawar, Ryuki Tachibana, Subhajit Chaudhury, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Spatio-Temporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Theoretical and Empirical Analysis of a GPU Based Parallel Bayesian Optimization Algorithm

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2009, 2009 International Conference on Parallel and Distributed Computing, Applications and Technologies.

A Light Framework for the Unified Representation and Execution of Variant Tasks in a Grid Based Environment

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2010, PDPTA.

Real-time small obstacle detection on highways using compressive RBM road reconstruction

Asim Munawar, Clement Creusot, Asim Munawar, 2015, 2015 IEEE Intelligent Vehicles Symposium (IV).

Shuffling and Mixing Data Augmentation for Environmental Sound Classification

Asim Munawar, Phongtharin Vinayavekhin, Ryuki Tachibana, 2019, DCASE.

Optimization of parallel Genetic Algorithms for nVidia GPUs

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Optimization problem solving framework employing GAs with linkage identification over a grid environment

Asim Munawar, Masaharu Munetomo, Kiyoshi Akama, 2007, 2007 IEEE Congress on Evolutionary Computation.

Modeling Sentiment Polarity in Support Ticket Data for Predicting Cloud Service Subscription Renewal

Asim Munawar, Yasuharu Katsuno, Pablo Loyola, 2018, 2018 IEEE International Conference on Services Computing (SCC).

A Framework of GRID Problem-Solving Environment Employing Robust Evolutionary Search

Asim Munawar, Masaharu Munetomo, Kiyoshi Akama, 2007, EUROCAST.

Experimental Force-Torque Dataset for Robot Learning of Multi-Shape Insertion pdf

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2018, ArXiv.

arGA: Adaptive Resolution Micro-genetic Algorithm with Tabu Search to Solve MINLP Problems Using GPU

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2013, Massively Parallel Evolutionary Computation on GPGPUs.

Redesigning evolutionary algorithms for many core processors

Asim Munawar, Asim Munawar, 2011 .

MHGrid: Towards an Ideal Optimization Environment for Global Optimization Problems Using Grid Computing

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2007 .

MaestROB: A Robotics Framework for Integrated Orchestration of Low-Level Control and High-Level Reasoning

Giovanni De Magistris, Asim Munawar, Ryuki Tachibana, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Model for dynamic grain sizing through compound parallelization for an optimization problem solving grid application

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 9th IEEE/ACM International Conference on Grid Computing.

Human-Like Hand Reaching by Motion Prediction Using Long Short-Term Memory

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2017, ICSR.

Conditional generation of multi-modal data using constrained embedding space mapping pdf

Asim Munawar, Ryuki Tachibana, Subhajit Chaudhury, 2017, ArXiv.

EA-based Problem Solving Environment over the GRID

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008 .

Scalable co-simulation of functional models With accurate event exchange

Asim Munawar, Shuichi Shimizu, 2014, 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC).

A Bayesian Optimization Algorithm for De Novo ligand design based docking running over GPU

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2010, IEEE Congress on Evolutionary Computation.

Real-Time Barcode Detection in the Wild

Asim Munawar, Clement Creusot, 2015, 2015 IEEE Winter Conference on Applications of Computer Vision.

Knowledge Engine for Robots Using Ontology

Asim Munawar, Khan Md. Anwarus Salam, 2017, 2017 5th Intl Conf on Applied Computing and Information Technology/4th Intl Conf on Computational Science/Intelligence and Applied Informatics/2nd Intl Conf on Big Data, Cloud Computing, Data Science (ACIT-CSII-BCD).

Safe Exploration in Markov Decision Processes with Time-Variant Safety using Spatio-Temporal Gaussian Process pdf

Asim Munawar, Hiroshi Kajino, Akifumi Wachi, 2018, ArXiv.

Limiting the reconstruction capability of generative neural network using negative learning

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

On-time data exchange in fully-parallelized co-simulation with conservative synchronization

Asim Munawar, Tatsuya Ishikawa, Takeo Yoshizawa, 2013, 2013 Winter Simulations Conference (WSC).

Injective State-Image Mapping facilitates Visual Adversarial Imitation Learning

Asim Munawar, Ryuki Tachibana, Subhajit Chaudhury, 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP).

Parallel GEAs with Linkage Analysis over Grid

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, Linkage in Evolutionary Computation.

Advanced genetic algorithm to solve MINLP problems over GPU

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Low-computation egocentric barcode detector for the blind

Asim Munawar, Clement Creusot, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

A Framework for Problem-Specific QoS Based Scheduling in Grids

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2011 .

Solving Extremely Difficult MINLP Problems Using Adaptive Resolution Micro-GA with Tabu Search

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2011, LION.

Solving Large Instances of Capacitated Vehicle Routing Problem over Cell BE

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 10th IEEE International Conference on High Performance Computing and Communications.

Deep reinforcement learning for high precision assembly tasks

Giovanni De Magistris, Asim Munawar, Ryuki Tachibana, 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

ISOMER: Integrated selection, partitioning, and placement methodology for reconfigurable architectures

Asim Munawar, Muhammad Shafique, Jörg Henkel, 2013, 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

MHGrid: Towards an Ideal Optimization Environment for Global Optimization Problems Using Grid Computing

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2007, Eighth International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2007).

Video Imitation GAN: Learning control policies by imitating raw videos using generative adversarial reward estimation pdf

Asim Munawar, Ryuki Tachibana, Subhajit Chaudhury, 2018, ArXiv.

Reinforcement Learning with External Knowledge by using Logical Neural Networks pdf

Alexander G. Gray, Asim Munawar, Michiaki Tatsubori, 2021, ArXiv.

Neuro-Symbolic Approaches for Text-Based Policy Learning

Asim Munawar, Michiaki Tatsubori, Prithviraj Sen, 2021, EMNLP.

Neuro-Symbolic Reinforcement Learning with First-Order Logic

Alexander G. Gray, Don Joven Agravante, Asim Munawar, 2021, EMNLP.

LOA: Logical Optimal Actions for Text-based Interaction Games pdf

Alexander G. Gray, Don Joven Agravante, Asim Munawar, 2021, ACL.

Language-based General Action Template for Reinforcement Learning Agents

Asim Munawar, Michiaki Tatsubori, Subhajit Chaudhury, 2021, FINDINGS.