Vikash Kumar

Orcid: 0000-0002-3168-7955

According to our database1, Vikash Kumar authored at least 114 papers between 2002 and 2024.

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Bibliography

2024
Human heart health prediction using GAIT parameters and machine learning model.
Biomed. Signal Process. Control., February, 2024

Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures.
IEEE Access, 2024

2023
All the Feels: A Dexterous Hand With Large-Area Tactile Sensing.
IEEE Robotics Autom. Lett., December, 2023

Visual dexterity: In-hand reorientation of novel and complex object shapes.
Sci. Robotics, November, 2023

WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS.
Comput. Secur., November, 2023

Computational insight into structural basis of human ELOVL1 inhibition.
Comput. Biol. Medicine, May, 2023

Lite-SeqCNN: A Light-Weight Deep CNN Architecture for Protein Function Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Improving Domain Adaptation Through Class Aware Frequency Transformation.
Int. J. Comput. Vis., 2023

Towards Generalizable Zero-Shot Manipulation via Translating Human Interaction Plans.
CoRR, 2023

RoboHive: A Unified Framework for Robot Learning.
CoRR, 2023

MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation.
CoRR, 2023

Natural and Robust Walking using Reinforcement Learning without Demonstrations in High-Dimensional Musculoskeletal Models.
CoRR, 2023

RoboAgent: Generalization and Efficiency in Robot Manipulation via Semantic Augmentations and Action Chunking.
CoRR, 2023

Modified Lagrangian Formulation of Gear Tooth Crack Analysis using Combined Approach of Variable Mode Decomposition (VMD) and Time Synchronous Averaging (TSA).
CoRR, 2023

Integrated Approach of Gearbox Fault Diagnosis.
CoRR, 2023

SAR: Generalization of Physiological Agility and Dexterity via Synergistic Action Representation.
CoRR, 2023

LIV: Language-Image Representations and Rewards for Robotic Control.
CoRR, 2023

TorchRL: A data-driven decision-making library for PyTorch.
CoRR, 2023

Zero-Shot Robot Manipulation from Passive Human Videos.
CoRR, 2023

Synthetic attack data generation model applying generative adversarial network for intrusion detection.
Comput. Secur., 2023

CoNMix for Source-free Single and Multi-target Domain Adaptation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

GenAug: Retargeting behaviors to unseen situations via Generative Augmentation.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

SAR: Generalization of Physiological Dexterity via Synergistic Action Representation.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

RoboHive: A Unified Framework for Robot Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Real World Offline Reinforcement Learning with Realistic Data Source.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Dexterous Manipulation from Images: Autonomous Real-World RL via Substep Guidance.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Learning Dexterous Manipulation from Exemplar Object Trajectories and Pre-Grasps.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

LIV: Language-Image Representations and Rewards for Robotic Control.
Proceedings of the International Conference on Machine Learning, 2023

MyoDex: A Generalizable Prior for Dexterous Manipulation.
Proceedings of the International Conference on Machine Learning, 2023

VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Sequence-Motif Based Approach to Protein Function Prediction via Deep-CNN Architecture.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation.
Proceedings of the Conference on Robot Learning, 2023

2022
An AI-Based Nonparametric Filter Approach for Gearbox Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022

Hybrid Approach Using Deep Autoencoder and Machine Learning Techniques for Cyber-Attack Detection.
Int. J. Ambient Comput. Intell., 2022

CACTI: A Framework for Scalable Multi-Task Multi-Scene Visual Imitation Learning.
CoRR, 2022

Visual Dexterity: In-hand Dexterous Manipulation from Depth.
CoRR, 2022

All the Feels: A dexterous hand with large area sensing.
CoRR, 2022

Curiosity Driven Self-supervised Tactile Exploration of Unknown Objects.
CoRR, 2022

Policy Architectures for Compositional Generalization in Control.
CoRR, 2022

Computational insights into differential interaction of mammalian angiotensin-converting enzyme 2 with the SARS-CoV-2 spike receptor binding domain.
Comput. Biol. Medicine, 2022

Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?
Proceedings of the Learning for Dynamics and Control Conference, 2022

MyoSuite: A Contact-rich Simulation Suite for Musculoskeletal Motor Control.
Proceedings of the Learning for Dynamics and Control Conference, 2022

MyoSim: Fast and physiologically realistic MuJoCo models for musculoskeletal and exoskeletal studies.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots.
Proceedings of the International Conference on Machine Learning, 2022

An integrated approach of Genetic Algorithm and Machine Learning for generation of Worst-Case Data for Real-Time Systems.
Proceedings of the 26th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2022

Data-Aware Cache Management for Graph Analytics.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

RNCE: A New Image Segmentation Approach.
Proceedings of the Computer Vision and Machine Intelligence, 2022

Cross-Domain Transfer via Semantic Skill Imitation.
Proceedings of the Conference on Robot Learning, 2022

R3M: A Universal Visual Representation for Robot Manipulation.
Proceedings of the Conference on Robot Learning, 2022

Estimation of an Early WCET Using Different Machine Learning Approaches.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2022

2021
UIDS: a unified intrusion detection system for IoT environment.
Evol. Intell., 2021

Deep Neural Network Approach to Estimate Early Worst-Case Execution Time.
CoRR, 2021

Drug repurposing against SARS-CoV-2 receptor binding domain using ensemble-based virtual screening and molecular dynamics simulations.
Comput. Biol. Medicine, 2021

RB2: Robotic Manipulation Benchmarking with a Twist.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021


Reset-Free Reinforcement Learning via Multi-Task Learning: Learning Dexterous Manipulation Behaviors without Human Intervention.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

RRL: Resnet as representation for Reinforcement Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

CAFT: Class Aware Frequency Transform for Reducing Domain Gap.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Effects of convergent-divergent vortex finders on the performance of cyclone separators using computational fluid dynamics simulations.
Simul., 2020

Benchmarking In-Hand Manipulation.
IEEE Robotics Autom. Lett., 2020

Computational Design of Biologically Active Anticancer Peptides and Their Interactions with Heterogeneous POPC/POPS Lipid Membranes.
J. Chem. Inf. Model., 2020

GDP Release from the Open Conformation of Gα Requires Allosteric Signaling from the Agonist-Bound Human β2 Adrenergic Receptor.
J. Chem. Inf. Model., 2020

An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset.
Clust. Comput., 2020

Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning.
Proceedings of the Robotics: Science and Systems XVI, 2020

TRASS: Time Reversal as Self-Supervision.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

A Game Theoretic Framework for Model Based Reinforcement Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020

The Ingredients of Real World Robotic Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

Dynamics-Aware Unsupervised Discovery of Skills.
Proceedings of the 8th International Conference on Learning Representations, 2020

Cyber Attack Detection Framework for Cloud Computing.
Proceedings of the Intelligent Data Engineering and Analytics, 2020

2019
Design of Current Mode Sigmoid Function and Hyperbolic Tangent Function.
Proceedings of the VLSI Design and Test - 23rd International Symposium, 2019

Dexterous Manipulation with Deep Reinforcement Learning: Efficient, General, and Low-Cost.
Proceedings of the International Conference on Robotics and Automation, 2019

Learning Deep Visuomotor Policies for Dexterous Hand Manipulation.
Proceedings of the International Conference on Robotics and Automation, 2019

Deep Dynamics Models for Learning Dexterous Manipulation.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Learning Latent Plans from Play.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2018
Soft Actor-Critic Algorithms and Applications.
CoRR, 2018

Time Reversal as Self-Supervision.
CoRR, 2018

Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research.
CoRR, 2018

Reliable and Q-Enhanced Floating Active Inductors and Their Application in RF Bandpass Filters.
IEEE Access, 2018

Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations.
Proceedings of the Robotics: Science and Systems XIV, 2018

Domain Randomization and Generative Models for Robotic Grasping.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines.
Proceedings of the 6th International Conference on Learning Representations, 2018

Divide-and-Conquer Reinforcement Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Variation-aware widely tunable nanoscale design of CMOS active inductor-based RF bandpass filter.
Int. J. Circuit Theory Appl., 2017

Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations.
CoRR, 2017

Pneumatic Modelling for Adroit Manipulation Platform.
CoRR, 2017

Usage Analysis of Mobile Devices.
Proceedings of the 5th International Conference on Information Technology and Quantitative Management, 2017

2016
Learning Dexterous Manipulation Policies from Experience and Imitation.
CoRR, 2016

Optimal control with learned local models: Application to dexterous manipulation.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Sheathless and high throughput sorting of paramagnetic microparticles in a magneto-hydrodynamic microfluidic device.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A force-controlled portrait drawing robot.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

MuJoCo HAPTIX: A virtual reality system for hand manipulation.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2014
Identification of novel inhibitors of human Chk1 using pharmacophore-based virtual screening and their evaluation as potential anti-cancer agents.
J. Comput. Aided Mol. Des., 2014

On the application of Big Data in future large-scale intelligent Smart City installations.
Int. J. Pervasive Comput. Commun., 2014

Real-time behaviour synthesis for dynamic hand-manipulation.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

SmarT INsiGhts (STING) - An Intelligence Application for Querying Heterogeneous Databases.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Wi-Pi: Distributed Wi-Fi Performance Assessment using Raspberry Pi.
Proceedings of the AINTEC 2014 on Asian Internet Engineering Conference, Chiang Mai, Thailand, November 26, 2014

2013
SESAME-S: Semantic Smart Home System for Energy Efficiency.
Inform. Spektrum, 2013

Rule Based Preferential Context Sharing in Location Aware Mobile Advertising.
Proceedings of the Mobile Web and Information Systems - 10th International Conference, 2013

Context Based Adaptation of Semantic Rules in Smart Buildings.
Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

Big Data in Large Scale Intelligent Smart City Installations.
Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

On the development of a partial update multichannel nonlinear active noise control system.
Proceedings of the 7th International Conference on Signal Processing and Communication Systems, 2013

Fast, strong and compliant pneumatic actuation for dexterous tendon-driven hands.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

STAC: Simultaneous tracking and calibration.
Proceedings of the 13th IEEE-RAS International Conference on Humanoid Robots, 2013

2012
A semantic policy sharing and adaptation infrastructure for pervasive communities.
Proceedings of the 21st World Wide Web Conference, 2012

Semantic Policy-Based Data Management for Energy Efficient Smart Buildings.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

A Semantic Policy Sharing Infrastructure for Pervasive Communities.
Proceedings of the Semantic Web: Research and Applications, 2012

2009
Towards Interactive Question Answering: An Ontology-Based Approach.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

2002
A MRF model-based segmentation approach to classification for multispectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2002


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