Sparsh Mittal
Orcid: 0000-0002-2908-993X
According to our database1,
Sparsh Mittal
authored at least 141 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation.
CoRR, 2024
CoRR, 2024
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion.
CoRR, 2024
Hybrid Quantum Neural Network based Indoor User Localization using Cloud Quantum Computing.
CoRR, 2024
CoRR, 2024
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Security Implications of Approximation: A Study of Trojan Attacks on Approximate Adders and Multipliers.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024
Rethinking Intermediate Layers Design in Knowledge Distillation for Kidney and Liver Tumor Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
D<sup>2</sup>Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
TEFAR: An Efficient Transparent Finer-Grained Encryption of Internet Access Artifacts.
Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024
2023
At the Locus of Performance: Quantifying the Effects of Copious 3D-Stacked Cache on HPC Workloads.
ACM Trans. Archit. Code Optim., December, 2023
PaCL: Patient-aware contrastive learning through metadata refinement for generalized early disease diagnosis.
Comput. Biol. Medicine, December, 2023
J. Syst. Archit., November, 2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
ACM Trans. Embed. Comput. Syst., October, 2023
PCBSegClassNet - A light-weight network for segmentation and classification of PCB component.
Expert Syst. Appl., September, 2023
SPEEDNet: Salient Pyramidal Enhancement Encoder-Decoder Network for Colonoscopy Images.
CoRR, 2023
GAFNet: A Global Fourier Self Attention Based Novel Network for multi-modal downstream tasks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Machine Learning-based model for Single Event Upset Current Prediction in 14nm FinFETs.
Proceedings of the 36th International Conference on VLSI Design and 2023 22nd International Conference on Embedded Systems, 2023
Machine Learning and Polynomial Chaos models for Accurate Prediction of SET Pulse Current.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023
Novel, Configurable Approximate Floating-point Multipliers for Error-Resilient Applications.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023
Dilated Involutional Pyramid Network (DInPNet): A Novel Model for Printed Circuit Board (PCB) Components Classification.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023
FENCE: A Real-Time Privacy-Preserving Solution for Enterprise Internet Forensics at Scale.
Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 2023
RAxC: Reflexivity-based Approximate Computing techniques for efficient remote sensing.
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the Third International Conference on AI-ML Systems, 2023
ZETA: A Zero-Trust Security based Forensic-Ready Solution for Perimeter-less Enterprise Networks.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
CORIDOR: Using COherence and TempoRal LocalIty to Mitigate Read Disurbance ErrOR in STT-RAM Caches.
ACM Trans. Embed. Comput. Syst., 2022
J. Syst. Archit., 2022
At the Locus of Performance: A Case Study in Enhancing CPUs with Copious 3D-Stacked Cache.
CoRR, 2022
WaferSegClassNet - A light-weight network for classification and segmentation of semiconductor wafer defects.
Comput. Ind., 2022
NASCENT: A Non-Invasive Solution for Detecting Utilization of Servers in Bare-Metal Cloud.
IEEE Access, 2022
MEGA-MAC: A Merged Accumulation based Approximate MAC Unit for Error Resilient Applications.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022
A Node-Embedding Features Based Machine Learning Technique for Dynamic Malware Detection.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2022
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2022
Ensembling Deep Learning And CIELAB Color Space Model for Fire Detection from UAV images.
Proceedings of the Second International Conference on AI-ML Systems, 2022
2021
IEEE Trans. Computers, 2021
J. Syst. Archit., 2021
J. Syst. Archit., 2021
J. Syst. Archit., 2021
J. Syst. Archit., 2021
J. Syst. Archit., 2021
Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021
Inferring DNN layer-types through a Hardware Performance Counters based Side Channel Attack.
Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021
2020
Neural Comput. Appl., 2020
J. Syst. Archit., 2020
DeepPeep: Exploiting Design Ramifications to Decipher the Architecture of Compact DNNs.
ACM J. Emerg. Technol. Comput. Syst., 2020
CoRR, 2020
Concurr. Comput. Pract. Exp., 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the 33rd International Conference on VLSI Design and 19th International Conference on Embedded Systems, 2020
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator.
Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020
Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020
Improving Accuracy and Efficiency of Object Detection Algorithms Using Multiscale Feature Aggregation Plugins.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020
2019
Mach. Learn. Knowl. Extr., 2019
J. Syst. Archit., 2019
J. Syst. Archit., 2019
A survey on applications and architectural-optimizations of Micron's Automata Processor.
J. Syst. Archit., 2019
A Survey on optimized implementation of deep learning models on the NVIDIA Jetson platform.
J. Syst. Archit., 2019
Concurr. Comput. Pract. Exp., 2019
Concurr. Comput. Pract. Exp., 2019
Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019
Proceedings of the ACM International Conference on Supercomputing, 2019
2018
J. Syst. Archit., 2018
J. Hardw. Syst. Secur., 2018
Concurr. Comput. Pract. Exp., 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
ACM Comput. Surv., 2017
CoRR, 2017
Concurr. Comput. Pract. Exp., 2017
Concurr. Comput. Pract. Exp., 2017
Comput., 2017
Decongest: Accelerating Super-Dense PCM Under Write Disturbance by Hot Page Remapping.
IEEE Comput. Archit. Lett., 2017
Addressing Read-Disturbance Issue in STT-RAM by Data Compression and Selective Duplication.
IEEE Comput. Archit. Lett., 2017
Proceedings of the 30th International Conference on VLSI Design and 16th International Conference on Embedded Systems, 2017
Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017
Building a Fast and Power Efficient Inductive Charge Pump System for 3D Stacked Phase Change Memories.
Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017
2016
EqualWrites: Reducing Intra-Set Write Variations for Enhancing Lifetime of Non-Volatile Caches.
IEEE Trans. Very Large Scale Integr. Syst., 2016
IEEE Trans. Parallel Distributed Syst., 2016
A Survey of Software Techniques for Using Non-Volatile Memories for Storage and Main Memory Systems.
IEEE Trans. Parallel Distributed Syst., 2016
A Survey Of Architectural Approaches for Data Compression in Cache and Main Memory Systems.
IEEE Trans. Parallel Distributed Syst., 2016
IEEE Trans. Parallel Distributed Syst., 2016
ACM Trans. Design Autom. Electr. Syst., 2016
A Survey of Techniques for Architecting Processor Components Using Domain-Wall Memory.
ACM J. Emerg. Technol. Comput. Syst., 2016
ACM J. Emerg. Technol. Comput. Syst., 2016
J. Circuits Syst. Comput., 2016
Int. J. Comput. Aided Eng. Technol., 2016
ACM Comput. Surv., 2016
ACM Comput. Surv., 2016
A Survey of Techniques for Architecting and Managing Asymmetric Multicore Processors.
ACM Comput. Surv., 2016
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
2015
A Survey Of Architectural Approaches for Managing Embedded DRAM and Non-Volatile On-Chip Caches.
IEEE Trans. Parallel Distributed Syst., 2015
Opportunities for Nonvolatile Memory Systems in Extreme-Scale High-Performance Computing.
Comput. Sci. Eng., 2015
IEEE Comput. Archit. Lett., 2015
Proceedings of the 23rd IEEE International Symposium on Modeling, 2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
2014
MASTER: A Multicore Cache Energy-Saving Technique Using Dynamic Cache Reconfiguration.
IEEE Trans. Very Large Scale Integr. Syst., 2014
Sustain. Comput. Informatics Syst., 2014
Encache: a Dynamic Profiling-Based Reconfiguration Technique for Improving Cache Energy Efficiency.
J. Circuits Syst. Comput., 2014
J. Circuits Syst. Comput., 2014
A study of successive over-relaxation method parallelisation over modern HPC languages.
Int. J. High Perform. Comput. Netw., 2014
A survey of techniques for improving energy efficiency in embedded computing systems.
Int. J. Comput. Aided Eng. Technol., 2014
ACM Comput. Surv., 2014
A Study of Successive Over-relaxation Method Parallelization Over Modern HPC Languages.
CoRR, 2014
Proceedings of the International Conference for High Performance Computing, 2014
EqualChance: Addressing Intra-set Write Variation to Increase Lifetime of Non-volatile Caches.
Proceedings of the 2nd Workshop on Interactions of NVM/Flash with Operating Systems and Workloads, 2014
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014
Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014
WriteSmoothing: improving lifetime of non-volatile caches using intra-set wear-leveling.
Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014
2013
BioinQA: metadata-based multi-document QA system for addressing the issues in biomedical domain.
Int. J. Data Min. Model. Manag., 2013
CoRR, 2013
Dynamic cache reconfiguration based techniques for improving cache energy efficiency.
CoRR, 2013
A Cache Reconfiguration Approach for Saving Leakage and Refresh Energy in Embedded DRAM Caches.
CoRR, 2013
CoRR, 2013
Proceedings of the 26th International Conference on VLSI Design and 12th International Conference on Embedded Systems, 2013
Proceedings of the 2013 IEEE 31st International Conference on Computer Design, 2013
2012
Int. J. High Perform. Syst. Archit., 2012
Proceedings of the Transition of HPC Towards Exascale Computing, 2012
2011
Int. J. Intell. Inf. Database Syst., 2011