Ashish Verma

Orcid: 0009-0003-5222-1702

According to our database1, Ashish Verma authored at least 108 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Generative Augmentation-Driven Prediction of Diverse Visual Scanpaths in Images.
IEEE Trans. Artif. Intell., February, 2024

A novel simulation based approach for user-based redistribution in bike-sharing system.
Simul. Model. Pract. Theory, February, 2024

Walking in Social Groups: Role of Intra-Group Interactions.
Adapt. Behav., February, 2024

Artificially Generated Visual Scanpath Improves Multilabel Thoracic Disease Classification in Chest X-Ray Images.
IEEE Trans. Instrum. Meas., 2024

DTA-HMR-TT: Dynamic Task Allocation for a Heterogeneous Team of Mobile Robots With Task Transfer.
IEEE Access, 2024

Comparative Study Of GAA-JL Transistor With And Without FE Material For Hydrogen Gas Sensing.
Proceedings of the 28th International Symposium on VLSI Design and Test, 2024

DeTA: Minimizing Data Leaks in Federated Learning via Decentralized and Trustworthy Aggregation.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Identification of Inefficient Radios for Efficient Energy Consumption in a Mobile Network.
Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

2023
A mathematical model for the novel coronavirus with effect of lockdown.
Int. J. Model. Simul. Sci. Comput., June, 2023

Optical Clock Synchronization for O-band Directly Modulated Laser Based Data Center Interconnection.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

FLIPS: Federated Learning using Intelligent Participant Selection.
Proceedings of the 24th International Middleware Conference, 2023

Estimated Depth Based Progressive Interactive Framework for RGB Salient Object Detection in Images.
Proceedings of the IEEE International Conference on Image Processing, 2023

Runtime Prediction of Machine Learning Algorithms in Automl Systems.
Proceedings of the IEEE International Conference on Acoustics, 2023

ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks.
Proceedings of the Business Process Management Workshops, 2023

GVdoc - Graph-based Visual DOcument Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Direct Modulation Lasers for High-speed Data Communication Systems.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Real-time 100 Gb/s IM/DD DMT with Chirp Managed Laser Supporting 400 Gb/ CWDM-4 over 20 km.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Just-in-Time Aggregation for Federated Learning.
Proceedings of the 30th International Symposium on Modeling, 2022

Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adaptive Aggregation For Federated Learning.
Proceedings of the IEEE International Conference on Big Data, 2022

Private Parameter Aggregation for Federated Learning.
Proceedings of the Federated Learning, 2022

2021
Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19.
npj Digit. Medicine, 2021

Position Masking for Improved Layout-Aware Document Understanding.
CoRR, 2021

Separation of Powers in Federated Learning.
CoRR, 2021

Adversarial training in communication constrained federated learning.
CoRR, 2021

Automatic segmentation of brain tumour in MR images using an enhanced deep learning approach.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

Macroscopic fundamental Flow Diagrams of a Spiritually Motivated Crowd.
Adv. Complex Syst., 2021

Separation of Powers in Federated Learning (Poster Paper).
Proceedings of the ResilientFL '21: Proceedings of the First Workshop on Systems Challenges in Reliable and Secure Federated Learning, 2021

Image Re-attentionizing Using Particle Swarm Optimization.
Proceedings of the Pattern Recognition and Machine Intelligence, 2021

Challenges and Opportunities of Directly Modulated Lasers in Future Data Center and 5G Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

400 Gb/s CWDM-4 PAM-4 Uncooled (22°C to 70°C) Directly Modulation Transmission over 20 km.
Proceedings of the European Conference on Optical Communication, 2021

Real-time 400 Gb/s CDWM-4 DMT Directly Modulated Transmission over 10 km.
Proceedings of the European Conference on Optical Communication, 2021

HyperASPO: Fusion of Model and Hyper Parameter Optimization for Multi-objective Machine Learning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
IBM Federated Learning: an Enterprise Framework White Paper V0.1.
CoRR, 2020

PoWER-BERT: Accelerating BERT inference for Classification Tasks.
CoRR, 2020

Effective Elastic Scaling of Deep Learning Workloads.
Proceedings of the 28th International Symposium on Modeling, 2020

Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination.
Proceedings of the 37th International Conference on Machine Learning, 2020

Person Following Mobile Robot using Pedestrian Dead-Reckoning with Inertial data of Smartphones.
Proceedings of the 11th International Conference on Computing, 2020

Improving the affordability of robustness training for DNNs.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Layout-Aware Text Representations Harm Clustering Documents by Type.
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

MYSTIKO: Cloud-Mediated, Private, Federated Gradient Descent.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

Variable batch size across layers for efficient prediction on CNNs.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
Fatigue Detection.
CoRR, 2019

A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs.
CoRR, 2019

Introduction to ScaDL 2019.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

HMM-based Convolutional LSTM for Visual Scanpath Prediction.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Optimized Multistable Stochastic Resonance for the Enhancement of Pituitary Microadenoma in MRI.
IEEE J. Biomed. Health Informatics, 2018

Automatic Assessment of Artistic Quality of Photos.
CoRR, 2018

Multi-objective noise estimator for the applications of de-noising and segmentation of MRI data.
Biomed. Signal Process. Control., 2018

Balancing Stragglers Against Staleness in Distributed Deep Learning.
Proceedings of the 25th IEEE International Conference on High Performance Computing, 2018

Efficient Training of Convolutional Neural Nets on Large Distributed Systems.
Proceedings of the IEEE International Conference on Cluster Computing, 2018

2017
Efficient Inferencing of Compressed Deep Neural Networks.
CoRR, 2017

2016
Solar PV integration considering grid stability- a case study for the Temburong district in Brunei.
Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

2015
Case study on the feasibility of renewable integration in the Temburong Island of Brunei.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

Optimal power flow with grid scale battery storage.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

2014
Automatic generation of question answer pairs from noisy case logs.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Intent classification of voice queries on mobile devices.
Proceedings of the 22nd International World Wide Web Conference, 2013

A CRM system for social media: challenges and experiences.
Proceedings of the 22nd International World Wide Web Conference, 2013

Content Analytics System for Social Customer Relationship Management.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Intent focused summarization of caller-agent conversations.
Proceedings of the IEEE International Conference on Acoustics, 2013

Sparse hidden Markov models for purer clusters.
Proceedings of the IEEE International Conference on Acoustics, 2013

Ontology based fuzzy classification of web documents for semantic information retrieval.
Proceedings of the Sixth International Conference on Contemporary Computing, 2013

2012
Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks.
ACM Trans. Knowl. Discov. Data, 2012

Spoken Document Clustering Using Word Confusion Networks.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Finding Influential Authors in Brand-Page Communities.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Towards a domain-independent ASR-confidence classifier.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
A Language Independent Approach to Audio Search.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Acoustic-Similarity Based Technique to Improve Concept Recognition.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

A Cross-Lingual Spoken Content Search System.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

An Evidence Based Analytical Approach for Process Automation: Case Study in Finance and Administration Process Delivery Services.
Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011

Role of nucleus based context in word-independent syllable stress classification.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Utilizing relationships between named entities to improve speech recognition in dialog systems.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Role of language models in spoken fluency evaluation.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Building re-usable dictionary repositories for real-world text mining.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Process Behavior Analysis: Mechanism to Enable Superior Customer Experience.
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009
Nucleus-level clustering for word-independent syllable stress classification.
Speech Commun., 2009

Enabling analysts in managed services for CRM analytics.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Enabling Scaleable, Efficient, Non-visual Web Browsing Services.
Proceedings of the IEEE International Conference on Web Services, 2009

Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering.
Proceedings of the ICDM 2009, 2009

Automatic evaluation of spoken english fluency.
Proceedings of the IEEE International Conference on Acoustics, 2009

Formant-based technique for automatic filled-pause detection in spontaneous spoken english.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Acoustic-phonetic approach for automatic evaluation of spoken grammar.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Automatic pronunciation evaluation and classification.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Design and Development of Robotic Sewer Inspection Equipment Controlled by Embedded Systems.
Proceedings of the First International Conference on Emerging Trends in Engineering and Technology, 2008

2007
Language identification of person names using CF-IOF based weighing function.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Evaluation of syllable stress using single class classifier.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Keyword Search using Modified Minimum Edit Distance Measure.
Proceedings of the IEEE International Conference on Acoustics, 2007

Sensei: Spoken language assessment for call center agents.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
Word Independent Model for Syllable Stress Evaluation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Voice fonts for individuality representation and transformation.
ACM Trans. Speech Lang. Process., 2005

Introducing Roughness in Individuality Transformation through Jitter Modeling and Modification.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Animating expressive faces across languages.
IEEE Trans. Multim., 2004

A large-vocabulary continuous speech recognition system for Hindi.
IBM J. Res. Dev., 2004

Articulatory class based spectral envelope representation for voice fonts.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
Modeling speaking rate for voice fonts.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Using viseme based acoustic models for speech driven lip synthesis.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Using phone and diphone based acoustic models for voice conversion: a step towards creating voice fonts.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
A Cascade Visual Front End for Speaker Independent Automatic Speechreading.
Int. J. Speech Technol., 2001

Robust detection of visual ROI for automatic speechreading.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Using likelihood L-statistics to measure confidence in audio-visual speech recognition.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

2000
Joint processing of audio and visual information for multimedia indexing and human-computer interaction.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Adapting phonetic decision trees between languages for continuous speech recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

On deriving a phoneme model for a new language.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

A Cascade Image Transform for Speaker Independent Automatic Speech Reading.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Translingual Visual Speech Synthesis.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
Audio-visual large vocabulary continuous speech recognition in the broadcast domain.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

1997
Performance of centralized bandwidth reservation protocol in AVPNs.
Comput. Commun. Rev., 1997


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