Research Interests
Accelerators for AI, Computer architecture, AI for Computer Vision, Generative AI, LLMs, VLSI, Circuit and System Design, RISC-V Processors
BioSketch
Research
Dual-Source Attention-Guided Frequency-Spatial Ensemble Attacks for Cross-Architecture Adversarial Transferability
2026
Rohit Singh Nitwal and Sparsh Mittal and Manav Aggarwal | Elsevier
Journal: Journal of Systems Architecture
A 252.8 GOPS and 10.1 TOPS/W Split DP-8T SRAM-Based Analog CIM Macro for 9-Bit Signed MAC Operations with High Signal Margin
2026
Abhishek Goel and Cheena Singhal and Sparsh Mittal and Sudeb Dasgupta | IEEE
Journal: IEEE Transactions on Very Large Scale Integration Systems (VLSI)
SATGuard: SAT-Driven Countermeasures for Protecting Approximate Circuits from Hardware Trojan
2025
Vishesh Mishra and Dipesh and Sparsh Mittal and Urbi Chatterjee | ACM
Journal: ACM Transactions on Embedded Computing Systems
Novel Hybrid Probabilistic-Statistical Error Metrics for Approximate Adders
2025
Vishesh Mishra and Sparsh Mittal and Urbi Chatterjee | Elsevier
Journal: Journal of Systems Architecture
A Deep Learning based Approach for Semantic Segmentation of Small Fires from UAV Image
2025
Vishu Saxena and Yash Jain and Sparsh Mittal | Taylor and Francis
Journal: Remote Sensing Letters
Stochastic Memristive Devices for Low Cost Learning of Spatiotemporal Signals in Spiking Neural Networks
2025
Aabid Amin Fida and Sparsh Mittal | IOP
Journal: IOP Engineering Research Express
Mott Memristor Based Stochastic Neurons for Probabilistic Computing
2024
Aabid Amin Fida and Sparsh Mittal and Farooq Ahmad Khanday | IOP
Journal: IOP Nanotechnology Volumes: 35 ,
CLINet: A Novel Deep Learning Network for ECG Signal Classification
2024
Ananya Mantravadi and Siddharth Saini and R Sai Chandra Teja and Sparsh Mittal and Shrimay Shah and R Sri Devi and Rekha Singhal | Elsevier
Journal: Journal of Electrocardiology Pages: 41-48 , Volumes: 83 ,
PaCL: Patient-aware Contrastive Learning Through Metadata Refinement for Generalized Early Disease Diagnosis
2023
Vandan Gorade and Sparsh Mittal and Rekha Singhal | Elsevier
Journal: Computers in Biology and Medicine Pages: 107569 , Volumes: 167 ,
At the Locus of Performance: A Case Study in Enhancing CPUs with Copious 3D-Stacked Cache
2023
Jens Domke and Emil Vatai and Balazs Gerofi and Yuetsu Kodama and Mohamed Wahib and Artur Podobas and Sparsh Mittal and Miquel Pericas and Lingqi Zhang and Peng Chen and Aleksandr Drozd and Satoshi Matsuoka | ACM
Journal: ACM Transactions on Architecture and Code Optimization (TACO) Pages: 57 , Volumes: 20 ,
VADF: Versatile Approximate Data Formats for Energy-Efficient Computing
2023
Vishesh Mishra and Sparsh Mittal and Neelofar Hassan and Rekha Singhal and Urbi Chatterjee | ACM
Journal: ACM Transactions on Embedded Computing Systems (TECS) Pages: 111:1-111:21 ,
PCBSegClassNet - A Light-weight Network for Segmentation and Classification of PCB Component
2023
Dhruv Makwana and R Sai Chandra Teja and Sparsh Mittal | Elsevier
Journal: Expert Systems With Applications Pages: 120029 , Volumes: 225 ,
An Active Memristor based Rate-Coded Spiking Neural Network
2023
Aabid Amin Fida and Farooq A Khanday and Sparsh Mittal | Elsevier
Journal: Neurocomputing Pages: 61-71 , Volumes: 533 ,
Structural, Electronic and Optical Properties of Fluorinated Bilayer Silicene
2023
Mubashir A Kharadi and Sparsh Mittal and Jhuma Saha | Elsevier
Journal: Optical Materials Pages: 113418 , Volumes: 136 ,
ClarifyNet: A High-Pass and Low-Pass Filtering Based CNN for Single Image Dehazing
2023
Onkar Susladkar and Gayatri Deshmukh and Subhrajit Nag and Ananya Mantravadi and Dhruv Makwana and Sujitha Ravichandran and R Sai Chandra Teja and Gajanan H Chavhan and C Krishna Mohan and Sparsh Mittal | Elsevier
Journal: Journal of Systems Architecture Pages: 102736 , Volumes: 132 ,
FEEDNet: A Feature Enhanced Encoder-Decoder LSTM Network for Nuclei Segmentation for Histopathological Diagnosis
2022
Gayatri Deshmukh and Onkar Susladkar and Dhruv Makwana and R Sai Chandra Teja and S Nagesh Kumar and Sparsh Mittal | Elsevier
Journal: Physics in Medicine and Biology Pages: 195011 , Volumes: 67 ,
Temperature-Dependent High Magnetoresistance in Zigzag Silicene Nanoribbon Heterostructure
2022
Mubashir Kharadi and Gul Faroz Ahmed Malik and Sparsh Mittal | IEEE
Journal: IEEE Transactions on Electron Devices Pages: 4010-4015 , Volumes: 69 ,
WaferSegClassNet - A Light-weight Network for Classification and Segmentation of Semiconductor Wafer Defects
2022
Subhrajit Nag and Dhruv Makwana and R Sai Chandra Teja and Sparsh Mittal and C Krishna Mohan | Elsevier
Journal: Computers in industry Pages: 103720 , Volumes: 142 ,
ACLNet: An Attention and Clustering-based Light-weight Cloud Segmentation Network
2022
Dhruv Makwana and Subhrajit Nag and Onkar Susladkar and Gayatri Deshmukh and R Sai Chandra Teja and Sparsh Mittal and C Krishna Mohan | Taylor and Francis
Journal: Remote Sensing Letters Pages: 865--875 , Volumes: 13 ,
Electric Field Tunable Spin Polarization in Functionalized Silicene
2022
Mubashir A Kharadi and Gul Faroz A Malik and Sparsh Mittal | Elsevier
Journal: Physics Letters A Pages: 127952 , Volumes: 429 ,
NASCENT: A Non-invasive Solution for Detecting Utilization of Servers in Bare-metal Cloud
2022
Maruthi S Inukonda and Atharva R Karpate and Vaibhav S Chauhan and Bheemarjuna Reddy Tamma and Sparsh Mittal and Praveen Tammana | IEEE
Journal: IEEE Access Pages: 12866-12881 , Volumes: 10 ,
High-Performance Voltage Controlled Multilevel MRAM Cell
2021
Arshid Nisar Laway and Seema Dhull and Brajesh K Kaushik and Sparsh Mittal | IOP
Journal: IOP Semiconductor Science and Technology Pages: 125013 , Volumes: 36 ,
CORIDOR: exploiting Coherence and temporal Read Intensity to mitigate read disurb error in STT-RAM based LLCs
2021
Sheel Sindhu Manohar and Sparsh Mittal and Hemangee K Kapoor | ACM
Journal: ACM Transactions on Embedded Computing Systems (TECS) Volumes: 21 ,
Silicene based Spin Filter with High Spin-Polarization
2021
Mubashir A Kharadi and Gul Faroz A Malik and Farooq A Khanday and Sparsh Mittal | IEEE
Journal: IEEE Transactions on Electron Devices Pages: 5095-5100 , Volumes: 68 ,
First Principle Study of Fluorine Functionalized Germanene based Two Probe Device
2021
Mubashir A Kharadi and Gul Faroz A Malik and Feroz A Najar and Farooq A Khanday and Khurshed A Shah and Sparsh Mittal | Elsevier
Journal: Physica B: Physics of Condensed Matter Pages: 413249 , Volumes: 620 ,
Dilute Magnetic Semiconductor Electrode Based Magnetic Tunnel Junction for High Temperature Applications
2021
Gul Faroz A Malik and Mubashir A Kharadi and Farooq A Khanday and Khurshed A Shah and Sparsh Mittal and Brajesh Kumar Kaushik | Elsevier
Journal: Physica B: Physics of Condensed Matter Pages: 413525 , Volumes: 627 ,
SOT and STT Based 4-bit MRAM Cell for High-Density Memory Applications
2021
Arshid Nisar and Seema Dhull and Sparsh Mittal and Brajesh Kumar Kaushik | IEEE
Journal: IEEE Transactions on Electron Devices Pages: 4384-4390 , Volumes: 68 ,
CURATING: A Multi-Objective based Pruning Technique for CNNs
2021
Santanu Pattanayak and Subhrajit Nag and Sparsh Mittal | Elsevier
Journal: Journal of Systems Architecture Pages: 102031 , Volumes: 116 ,
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance
2021
Nandan Kumar Jha and Sparsh Mittal | IEEE
Journal: IEEE Transactions on Computers Pages: 1526-1538 , Volumes: 70 ,
DeepPeep: Exploiting Design Ramifications to Decipher the Architecture of Compact DNNs
2020
Nandan Kumar Jha and Sparsh Mittal and Binod Kumar and G. Mattela | ACM
Journal: ACM Journal on Emerging Technologies in Computing Systems Pages: 5:1-5:25 , Volumes: 17 ,
DESTINY: A Comprehensive Tool with 3D and Multi-Level Cell Memory Modeling Capability
2017
Sparsh Mittal and R. Wang and J. Vetter | MDPI
Journal: Journal of Low Power Electronics and Applications (JLPEA) Pages: 23 , Volumes: 7 ,
SwapX: An NVM-based hierarchical swapping framework
2017
Guoliang Zhu and Kai Lu and Xiaoping Wang and Yiming Zhang and Pengfei Zhang and Sparsh Mittal | IEEE
Journal: IEEE Access Pages: 16383-16392 , Volumes: 5 ,
Decongest: Accelerating Super-Dense PCM under Write Disturbance by Hot Page Remapping
2017
Rujia Wang and Sparsh Mittal and Youtao Zhang and Jun Yang | IEEE
Journal: IEEE Computer Architecture Letters Pages: 107-110 , Volumes: 16 ,
Addressing Read-disturbance Issue in STT-RAM by Data Compression and Selective Duplication
2017
Sparsh Mittal and J. Vetter and L. Jiang | IEEE
Journal: IEEE Computer Architecture Letters Pages: 94-98 , Volumes: 16 ,
Reliability Tradeoffs in Design of Volatile and Non-volatile Caches
2016
Sparsh Mittal and Jeffrey Vetter | World Scientific
Journal: Journal of Circuits, Systems, and Computers Pages: 1650139 , Volumes: 25 ,
A Technique For Improving Lifetime of Non-volatile Caches using Write-minimization
2016
Sparsh Mittal and Jeffrey Vetter | MDPI
Journal: Journal of Low Power Electronics and Applications Volumes: 6 ,
EnCache: A Dynamic Profiling Based Reconfiguration Technique for Improving Cache Energy Efficiency
2014
Sparsh Mittal and Zhao Zhang | World Scientific
Journal: Journal of Circuits, Systems, and Computers Volumes: 23 ,
EqualWrites: Reducing Intra-set Write Variations for Enhancing Lifetime of Non-volatile Caches
2016
Sparsh Mittal and J. Vetter | IEEE
Journal: IEEE Transactions on VLSI Systems Pages: 103--114 , Volumes: 24 ,
AYUSH: A Technique for Extending Lifetime of SRAM-NVM Hybrid Caches
2015
Sparsh Mittal and J. Vetter | IEEE
Journal: IEEE Computer Architecture Letters (CAL) Pages: 115-118 , Volumes: 14 ,
A Study of Successive Over-relaxation Method Parallelization Over Modern HPC Languages
2014
Sparsh Mittal | Inderscience
Journal: Intl. Journal of High Performance Computing and Networking Pages: 292-298 , Volumes: 7 ,
MASTER : A Multicore Cache Energy Saving Technique Using Dynamic Cache Reconfiguration
2014
Sparsh Mittal and Yanan Cao and Zhao Zhang | IEEE
Journal: IEEE Transactions on VLSI Systems Pages: 1653 - 1665 , Volumes: 22 ,
AOR-MAC: An Add-Once Reordered MAC Architecture for DSP-Less FPGA Inference
2026
Priyanshu Tyagi and Rhythm Patel and Sparsh Mittal and Rekha Singhal | Euromicro
Journal: Euromicro Conference Series on Digital System Design (DSD) (Core rank C)
MemFlow-TTA: Continual Test-Time Adaptation of Vision-Language Object Detectors via Memory-Anchored Feature Alignment and Temporal Consistency
2026
Aishwarya Pundir and Talin Saini and Sparsh Mittal | Springer
Journal: International Conference on Computer Vision and Image Processing (CVIP)
A Novel and Attack-Resilient Quad-pixel CMOS Image Sensor-Based PUF
2026
Vishesh Mishra and Mahendra Rathor and Sparsh Mittal and Urbi Chatterjee | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Enhancing Robustness of Convolutional Spiking Neural Networks on Memristive Hardware
2026
Aabid Amin Fida and Sparsh Mittal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Side-Channel Based Attack Optimization and Reverse Engineering for ML-KEM Hardware
2026
Daksh Pandey and Ketan Roy and Vishesh Mishra and Sparsh Mittal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Boosting Energy Efficiency of Systolic Arrays using Hardware Tiling and Johnson counter based data feeding scheme
2026
Arghyajoy Mondal and Rajdeep Samanta and Ashwin Krishnan and Sparsh Mittal and Rekha Singhal and Manoj Nambiar | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
A 90.29-TOPS/W SRAM-Based Digital CIM Macro Featuring Novel Input Sparsity-Aware Addition and Low Overhead 30T Adder for Efficient Inference
2026
Priyanshu Tyagi and Karunakar Reddy Mudhi Reddy and Sparsh Mittal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
A 785 GOPS and 3.1 TOPS/W High-Density Hybrid ROM-SRAM CIM Accelerator for Few-Shot Person Identification
2026
Abhishek Goel and Cheena Singhal and Ishant Bisht and Sparsh Mittal and Sudeb Dasgupta | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2026
An FPGA-based INT8 MobileNetV2 Accelerator Integrated with a RISC-V SoC for Real-Time Semiconductor Wafer Defect Detection
2026
Rhythm Patel and Priyanshu Tyagi and Sparsh Mittal and Rekha Singhal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2026
Three-Timescale Reward-Modulated Plasticity in a Two-Neuron Coupled LIF Architecture for Autonomous Obstacle Avoidance
2026
Prasun Singhal and Sparsh Mittal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2026
A Novel Digital Implementation of FPGA-based Reservoir Computing using Dynamic Nodes
2026
Aabid Amin Fida and Sparsh Mittal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching
2026
Onkar Kishor Susladkar and Tushar Prakash and Gayatri Deshmukh and Kiet A Nguyen and Jiaxun Zhang and Adheesh Sunil Juvekar and Tianshu Bao and Lin Chai and Sparsh Mittal and Inderjit S Dhillon and Ismini Lourentzou | PMLR
Journal: International Conference on Machine Learning (ICML) (Core A*)
A DS-SWL 6T SRAM-Based High-Throughput Hybrid CIM Architecture for 8-Bit MAC Operation in 2-cycle with Time-Domain Weight Categorization
2026
Abhishek Goel and Cheena Singhal and Sparsh Mittal and Sudeb Dasgupta | IEEE
Journal: IEEE International NEWCAS Conference
SilentBite: a Novel LLM-Based Framework for Automated Hardware Trojan Insertion
2026
Shresth Shankhdhar and Ansh Bharadwaj and Vishesh Mishra and Sparsh Mittal | IEEE
Journal: IEEE International Symposium on Circuits and Systems (ISCAS)
An Efficient Onchip Adaptation Technique for MAML Models on Memristive Hardware
2026
Aabid Amin Fida and Sparsh Mittal | IEEE
Journal: IEEE International Symposium on Circuits and Systems (ISCAS)
A 38.21-TOPS/W SRAM-Based Digital CIM Macro for Bit-Level Sparsity-Aware MAC Operations
2026
Priyanshu Tyagi and Dhayan Dhananjaya Senanayake and Sparsh Mittal | IEEE
Journal: International VLSI Symposium on Technology, Systems and Applications (VLSI TSA)
A 1781 GOPS Compute-In-Memory CIM Macro with a Novel Dual-Port 8T SRAM for Implementing Multiple Logical Operations
2026
Cheena Singhal and Abhishek Goel and Palak and Kartik Shahi and Sparsh Mittal and Sudeb Dasgupta | IEEE
Journal: International VLSI Symposium on Technology, Systems and Applications (VLSI TSA)
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel NeRA Adapter for Enhanced Feature Adaptation
2026
Gayatri Deshmukh and Somsubhra De and Chirag Sehgal and Jishu Sen Gupta and Sparsh Mittal | IEEE
Journal: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Confidence Through Parallel Attention for Depth and Uncertainty Estimation in Dynamic Environments
2026
Onkar Susladkar and Rohit Pawar and Chirag Sehgal and Samaksh Ujjawal and Sparsh Mittal | IEEE
Journal: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
L2GNet: Optimal Local-to-Global Representation of Anatomical Structures for Generalized Medical Image Segmentation
2026
Vandan Gorade and Rekha Singhal and Neethi Dasu and Sparsh Mittal and K C Santosh and Debesh Jha | AAAI
Journal: AI for Medicine and Healthcare (AIMedHealth) (Workshop organized with AAAI 2026)
PowerShift: Leveraging Power-Aware Weight Approximations for Neural Network Acceleration
2026
Vishesh Mishra and Sparsh Mittal and Urbi Chatterjee | IEEE
Journal: The International Conference on VLSI Design (VLSID)
An FPGA-Based Secure and Privacy-Aware RISC-V SoC with a CNN Accelerator for Edge AI
2026
Priyanshu Tyagi and Rhythm Patel and Sparsh Mittal and Rekha Singhal | IEEE
Journal: The International Conference on VLSI Design (VLSID)
A 98.5-TOPS/W and 0.73-TOPS/mm2 Digital Compute-In-Memory Macro with a Novel 6T+MUX Bitcell For Sparsity-Aware MAC Operations
2026
Priyanshu Tyagi and Aayush Gautam and Sparsh Mittal | IEEE
Journal: The International Conference on VLSI Design (VLSID)
A Transistor-level Implementation of Radix-2 and Radix-4 FFT Using Logical Effort
2026
Harsh Raj Thakur and Sparsh Mittal | IEEE
Journal: The International Conference on VLSI Design (VLSID)
A 146 GOPS and 7.2 TOPS/W 6T SRAM-Based Analog CIM Macro using Bit-splitting for 8-Bit MAC Operations
2026
Cheena Singhal and Abhishek Goel and Sparsh Mittal and Sudeb Dasgupta | IEEE
Journal: The International Conference on VLSI Design (VLSID)
Pyramidal Spectrum: Frequency-based Hierarchically Vector Quantized VAE for Videos
2026
Tushar Prakash and Onkar Susladkar and Sparsh Mittal and Inderjit Dhillon | IEEE
Journal: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
ArchTune: A predictive Energy Estimation Framework for LLM Inference on Edge Accelerators
2025
Arghyajoy Mondal and Rajdeep Samanta and Ashwin Krishnan and Sparsh Mittal and Manoj Nambiar and Rekha Singhal | IEEE
Journal: International Conference on AI-ML Systems
FaEmNet: A Performance-Driven Architecture for Facial Emotion Recognition
2025
Sonali Gangwar and Sparsh Mittal | IEEE
Journal: International Conference on AI-ML Systems
FUSE: Frequency Spatial Ensemble Attack with Dual Source Attention
2025
Rohit Singh Nitwal and Manav Aggarwal and Sparsh Mittal | IEEE
Journal: International Conference on AI-ML Systems (Short-paper)
k-Sparse Audio Adversarial Attack: Budget-Constrained Audio Perturbations with Total Variation Regularization
2025
Arnav Singh and Soikat Das and Sparsh Mittal | IEEE
Journal: International Conference on AI-ML Systems (Short-paper)
A 6T SRAM Analog CIM Macro for 8-bit MAC with Input/Weight Partitioning for High Signal Margin and Throughput
2025
Abhishek Goel and Cheena Singhal and Dinesh Kushwaha and Sparsh Mittal and Sudeb Dasgupta | IEEE
Journal: IEEE Asia Pacific Conference on Circuits and Systems
Historic Scripts to Modern Vision: A Novel Dataset and A VLM Framework for Transliteration of Modi Script to Devanagari
2025
Harshal Kausadikar and Tanvi Kale and Onkar Susladkar and Sparsh Mittal | Springer
Journal: 19th International Conference on Document Analysis and Recognition (ICDAR)
A 6T SRAM based reconfigurable in-memory XOR/XNOR and accumulation architecture
2025
Cheena Singhal and Sparsh Mittal | IEEE
Journal: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
2025
Onkar Susladkar and Jishu Sen Gupta and Chirag Sehgal and Sparsh Mittal and Rekha Singhal | N/A
Journal: International Conference on Learning Representations (ICLR)
A 101 TOPS/W and 3.2 TOPS/mm$^2$ 6T SRAM-Based Digital Compute-in-Memory Macro Featuring a Novel 2T Multiplier
2025
Priyanshu Tyagi and Sparsh Mittal | IEEE
Journal: Design, Automation and Test in Europe (DATE)
CADAEC: Content-Aware Deployment of AI Workloads in Edge-Cloud Ecosystem
2025
Ratul Kishor Saha and Sparsh Mittal and Rekha Singhal and Manoj Nambiar | ACM
Journal: International Conference on Performance Engineering (ICPE) (Industry Track)
An SRAM-based Multi-Operand Architecture Implementing Multi-Bit Boolean Functions Using In-Memory Periphery Computing
2025
Dhayan Dhananjaya Senanayake and Priyanshu Tyagi and Sparsh Mittal and Rekha Singhal | IEEE
Journal: International Conference on VLSI Design
Sorting Attacks Resilient Authentication Protocol for CMOS Image Sensor Based PUF
2024
Anurag Kamal and Vishesh Mishra and Sparsh Mittal and Mahendra Rathor and Chandan Kumar and Urbi Chatterjee | IEEE
Journal: Asian Hardware Oriented Security and Trust Symposium (AsianHOST)
SPEEDNet: Salient Pyramidal Enhancement Encoder-Decoder Network for Colonoscopy Images
2024
Tushir Sahu and Vidhi Bhatt and Sparsh Mittal and R Sai Chandra Teja and S Nagesh Kumar | IEEE
Journal: IEEE International Symposium on Smart Electronic Systems (IEEE -iSES)
Machine Learning Based Algorithm for Shockley-Read-Hall Recombination and Augur Recombination Predictions
2024
Vibhu and Shivang Bhargav and Vivek Kumar and Sparsh Mittal | IEEE
Journal: IEEE International Symposium on Smart Electronic Systems (IEEE-iSES)
A Stacking Ensemble Technique to Predict Speed and Distance in 4G and 5G Communication Datasets
2024
Divya Aggarwal and R Sai Chandra Teja and Sparsh Mittal | IEEE
Journal: IEEE International Symposium on Smart Electronic Systems (IEEE -iSES)
GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization
2024
Onkar Susladkar and Gayatri Deshmukh and Vandan Gorade and Sparsh Mittal | ACL
Journal: The 2024 Conference on Empirical Methods in Natural Language Processing
Harmonized Spatial and Spectral Learning for Generalized Medical Image Segmentation
2024
Vandan Gorade and Sparsh Mittal and Debesh Jha and Rekha Singhal and Ulas Bagci | Springer
Journal: International Conference on Pattern Recognition (ICPR)
D2Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods
2024
Onkar Susladkar and Gayatri Deshmukh and Sparsh Mittal and Parth Shastri | Springer
Journal: International Conference on Pattern Recognition (ICPR)
Rethinking Intermediate Layers design in Knowledge Distillation for Kidney and Liver Tumor Segmentation
2024
Vandan Gorade and Sparsh Mittal and Debesh Jha and Ulas Bagchi | IEEE
Journal: IEEE International Symposium on Biomedical Imaging (ISBI)
TEFAR: An Efficient Transparent Finer-grained Encryption of Internet Access Artifacts
2024
Maruthi S Inukonda and K. Prashanth Thummanapelly and Bheemarjuna Reddy Tamma and Sparsh Mittal | COMSNETS
Journal: COMSNETS India Internet Governance Workshop (IIGW)
RAxC: Reflexivity-based Approximate Computing techniques for efficient remote sensing
2023
Aaditi Kapre and Shruti Kunde and Sparsh Mittal and Rekha Singhal | IEEE
Journal: Proceedings of IEEE International Conference on Big Data Pages: 1168-1173 ,
Textual Alchemy: CoFormer for Scene Text Understanding
2024
Gayatri Deshmukh and Onkar Susladkar and Dhruv Makwana and Sparsh Mittal and S.C. Teja | IEEE
Journal: Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Pages: 2919-2929 ,
LIVENet: A novel network for real-world low-light image denoising and enhancement
2024
Dhruv Makwana and Gayatri Deshmukh and Onkar Susladkar and Sparsh Mittal and S.C. Teja | IEEE
Journal: Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Pages: 5844-5853 ,
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation
2024
Vandan Gorade and Sparsh Mittal and Debesh Jha and Ulas Bagchi | IEEE
Journal: Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Pages: 7753-7762 ,
ZETA: A Zero-Trust Security based Forensic-Ready Solution for Perimeter-less Enterprise Networks
2023
Maruthi S Inukonda and Jatin S Tarachandani and Imtiaz Ahmed and Bheemarjuna Reddy Tamma and Sparsh Mittal | IEEE
Journal: IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pages: 189-194 ,
Security Implications of Approximation: A Study of Trojan Attacks on Approximate Adders and Multipliers
2024
Vishesh Mishra and Sparsh Mittal and Nirbhay Mishra and Rekha Singhal | IEEE
Journal: Proceedings of International Conference on VLSI Design (VLSID) Pages: 511-516 ,
LiBERTy: A Novel Model for Natural Language Understanding
2023
Onkar Susladkar and Gayatri Deshmukh and S.C. Teja and Sparsh Mittal and Rekha Singhal | ACM
Journal: Proceedings of ACM International Conference on AI-ML Systems (AIMLSystems) Pages: 9-Jan ,
Machine Learning and Polynomial Chaos models for Accurate Prediction of SET Pulse Current
2023
Vishu Saxena and Yash Jain and Sparsh Mittal | IEEE
Journal: Proceedings of IEEE Computer Society Annual Symposium on VLSI (ISVLSI) Pages: 6-Jan ,
Novel, Configurable Approximate Floating-point Multipliers for Error-Resilient Applications
2023
Vishesh Mishra and Sparsh Mittal and Rekha Singhal and Manoj Nambiar | IEEE
Journal: Proceedings of 24th International Symposium on Quality Electronic Design (ISQED)
SpotOn: A Gradient-based Targeted Data Poisoning Attack on Deep Neural Networks
2023
Yash Khare and Kumud Lakara and Sparsh Mittal and Arvind Kaushik and Rekha Singhal | IEEE
Journal: Proceedings of 24th International Symposium on Quality Electronic Design (ISQED)
Dilated Involutional Pyramid Network (DInPNet): A Novel Model for Printed Circuit Board (PCB) Components Classification
2023
Ananya Mantravadi and Dhruv Makwana and S.C. Teja and Sparsh Mittal and Rekha Singhal | IEEE
Journal: Proceedings of 24th International Symposium on Quality Electronic Design (ISQED)
TPFNet: A Novel Text In-painting Transformer for Text Removal
2023
Onkar Susladkar and Dhruv Makwana and Gayatri Deshmukh and Sparsh Mittal and S.C. Teja and Rekha Singhal | Springer
Journal: Proceedings of IEEE International Conference on Document Analysis and Recognition (ICDAR) Pages: 155--172 ,
TPFNet: A Novel Text In-painting Transformer for Text Removal
2022
Onkar Susladkar and Dhruv Makwana and Gayatri Deshmukh and Sparsh Mittal and S.C. Teja and Rekha Singhal | N/A
Journal: Vision Transformers: Theory and Applications (VTTA) (workshop organized with NeurIPS)
Machine Learning-based model for Single Event Upset Current Prediction in 14nm FinFETs
2023
Vibhu and Vivek Kumar and Sparsh Mittal | IEEE
Journal: Proceedings of IEEE International VLSI Design and Embedded Systems conference
Ensembling Deep Learning And CIELAB Color Space Model for Fire Detection from UAV images
2022
Yash Jain and Vishu Saxena and Sparsh Mittal | IEEE
Journal: Proceedings of International Conference on AI-ML Systems (AIMLSystems) Pages: 7:1-7:9 ,
GAFNet: A Global Fourier Self Attention Based Novel Network for multi-modal downstream tasks
2023
Onkar Susladkar and Gayatri Deshmukh and Dhruv Makwana and Sparsh Mittal and S.C. Teja and Rekha Singhal | IEEE
Journal: Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Pages: 5231-5240 ,
MEGA-MAC: A Merged Accumulation based Approximate MAC Unit for Error Resilient Applications
2022
Vishesh Mishra and Sparsh Mittal and Saurabh Singh and Divy Pandey and Rekha Singhal | ACM
Journal: Proceedings of 32nd ACM Great Lakes Symposium on VLSI (GLSVLSI) Pages: 325-328 ,
A Node-Embedding Features Based Machine-Learning Technique for Dynamic Malware Detection
2022
Sudhir Rai and Ashish Mittal and Sparsh Mittal | IEEE
Journal: Proceedings of 5th IEEE Conference on Dependable and Secure Computing (DSC)
Design and Analysis of Novel Bit-flip Attacks and Defense Strategies for DNNs
2022
Yash Khare and Kumud Lakara and Maruthi S Inukonda and Sparsh Mittal and Mahesh Chandra and Arvind Kaushik | IEEE
Journal: Proceedings of 5th IEEE Conference on Dependable and Secure Computing (DSC)
ARCN: A Real-time Attention-based Network for Crowd Counting from Drone Images
2021
Subhrajit Nag and Yash Khandelwal and Sparsh Mittal and C K. Mohan and Alex Kai Qin | IEEE
Journal: Proceedings of IEEE 18th India Council International Conference (INDICON)
Leveraging Prediction Confidence For Versatile Optimizations to CNNs
2021
Saksham Sharma and Vanshika V Bhargava and Aditya Singh and Kshitij Bhardwaj and Sparsh Mittal | ACM
Journal: Proceedings of International Conference on AI-ML Systems (AIMLSystems) Pages: 2 ,
Reverse Engineering Layer-profile of Deep Neural Networks using Hardware Performance Counters
2021
Dandpati Kumar Bhargav Achary and S.C. Teja and Sparsh Mittal and Biswabandan Panda and C K. Mohan | ACM
Journal: Proceedings of International Conference on AI-ML Systems (AIMLSystems), India Pages: 4 ,
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator
2020
Nandan Kumar Jha and Shreyas Ravishankar and Sparsh Mittal and Arvind Kaushik and Dipan Mandal and Mahesh Chandra | IEEE
Journal: Proceedings of IEEE Computer Society Annual Symposium on VLSI (ISVLSI) Pages: 574-579 ,
Detecting Usage of Mobile Phones using Deep Learning Technique
2020
Poonam Rajput and Subhrajit Nag and Sparsh Mittal | EAI
Journal: Proceedings of 6th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS) Pages: 96-101 ,
Improving Accuracy and Efficiency of Object Detection Algorithms using Multiscale Feature Aggregation Plugins
2020
Poonam Rajput and Sparsh Mittal and Sarthak Narayan | Springer
Journal: Proceedings of IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) Pages: 65-76 ,
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
2020
R. Saini and N. Jha and B. Das and Sparsh Mittal and C. Mohan | IEEE
Journal: Proceedings of Winter Conference on Applications of Computer Vision (WACV) Pages: 1616-1625 ,
E2GC: Energy-efficient Group Convolution in Deep Neural Networks
2020
N. Jha and R. Saini and S. Nag and Sparsh Mittal | IEEE
Journal: Proceedings of IEEE International Conference on VLSI Design (VLSID) Pages: 155-160 ,
Address-Stride Assisted Approximate Load Value Prediction in GPUs
2019
Haonan Wang and Mohamed Ibrahim and Sparsh Mittal and A. Jog | ACM
Journal: Proceedings of ACM International Conference on Supercomputing (ICS) Pages: 184-194 ,
The Ramifications of Making Deep Neural Networks Compact
2019
N. Jha and Sparsh Mittal and G. Mattela | IEEE
Journal: Proceedings of IEEE International Conference on VLSI Design Pages: 215-220 ,
Architecting SOT-RAM Based GPU Register File
2017
Sparsh Mittal and Rajendra Bishnoi and Fabian Oboril and Haonan Wang and Mehdi Tahoori and A. Jog and Jeffrey Vetter | IEEE
Journal: Proceedings of IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Architecting NVM in Virtualized Memory Systems
2017
Guoliang Zhu and Kai Lu and P. Zhang and X. Wang and Sparsh Mittal | IEEE
Journal: Design Automation Conference (DAC) (work-in-progress)
Building a Fast and Power Efficient Inductive Charge Pump System for 3D Stacked Phase Change Memories
2017
Lei Jiang and Sparsh Mittal and Wujie Wen | ACM
Journal: Proceedings of ACM Great Lakes Symposium on VLSI (GLSVLSI), Canada Pages: 275-280 ,
Reducing Soft-error Vulnerability of Caches using Data Compression
2016
Sparsh Mittal and J. Vetter | ACM
Journal: Proceedings of ACM Great Lakes Symposium on VLSI (GLSVLSI), USA Pages: 197-202 ,
Algorithm-Directed Data Placement in Hybrid Memory
2016
Panruo Wu and Dong Li and Zizhong Chen and Jeffrey Vetter and Sparsh Mittal | ACM
Journal: Proceedings of ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC), Pages: 141-152 ,
FlexiWay: A Cache Energy Saving Technique Using Fine-grained Cache Reconfiguration
2013
Sparsh Mittal and others | IEEE
Journal: Proceedings of International Conference on Computer Design (ICCD) Pages: 100-107 ,
WriteSmoothing: Improving Lifetime of Non-volatile Caches Using Intra-set Wear-leveling
2014
Sparsh Mittal and others | ACM
Journal: Proceedings of ACM Great Lakes Symposium on VLSI (GLSVLSI) Pages: 139-144 ,
EqualChance: Addressing Intra-set Write Variation to Increase Lifetime of Non-volatile Caches
2014
Sparsh Mittal and J. Vetter | USENIX
Journal: USENIX Workshop on Interactions of NVM/Flash with Operating Systems and Workloads (INFLOW)
AYUSH: Extending Lifetime of SRAM-NVM Way-based Hybrid Caches Using Wear-leveling
2015
Sparsh Mittal and Jeffrey Vetter | IEEE
Journal: Proceedings of IEEE International Symposium on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems (MASCOTS) Pages: 112-121 ,
DESTINY: A Tool for Modeling Emerging 3D NVM and eDRAM caches
2015
M. Poremba and Sparsh Mittal and Dong Li and J. Vetter and Yuan Xie | IEEE
Journal: Proceedings of Design Automation and Test in Europe (DATE) Pages: 1543-1546 ,
CASHIER: A Cache Energy Saving Technique for QoS Systems
2013
Sparsh Mittal and Zhao Zhang and Yanan Cao | IEEE
Journal: Proceedings of 26th International Conference on VLSI Design (VLSID) Pages: 43-48 ,
Design and Analysis of Soft-Error Resilience Mechanisms for GPU Register File
2017
Sparsh Mittal and Haonan Wang and A. Jog and Jeffrey Vetter | IEEE
Journal: Proceedings of IEEE International Conference on VLSI Design (VLSID) Pages: 409-414 ,
Quantitatively Modeling Application Resiliency with the Data Vulnerability Factor
2014
Li Yu and Dong Li and Sparsh Mittal and J. Vetter | ACM
Journal: Proceedings of ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) Pages: 695-706 ,
Improving energy efficiency of Embedded DRAM Caches for High-end Computing Systems
2014
Sparsh Mittal and Jeffrey Vetter and Dong Li | ACM
Journal: Proceedings of ACM High Performance Distributed Computing (HPDC), Pages: 99-110 ,
LastingNVCache: A Technique for Improving the Lifetime of Non-volatile Caches
2014
Sparsh Mittal and Jeffrey Vetter and Dong Li | IEEE
Journal: Proceedings of IEEE Symposium on VLSI (ISVLSI) Pages: 534-540 ,
Honors And Awards
Students
Miscellaneous
