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Harsh Sharma
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- Harsh Sharma 0001
— University of California San Diego, USA
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2020 – today
- 2024
- [j9]Harsh Sharma, Ümit Y. Ogras, Ananth Kalyanraman, Partha Pratim Pande:
A Dataflow-Aware Network-on-Interposer for CNN Inferencing in the Presence of Defective Chiplets. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 4190-4201 (2024) - [c9]Harsh Sharma, Gaurav Narang, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande:
Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads. DATE 2024: 1-6 - [c8]Jaehyun Park, Alish Kanani
Thermal Modeling and Management Challenges in Heterogenous Integration: 2.5D Chiplet Platforms and Beyond. VTS 2024: 1-4 - [i13]Nicholas Galioto, Harsh Sharma, Boris Kramer, Alex Arkady Gorodetsky:
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling. CoRR abs/2401.12476 (2024) - [i12]Harsh Sharma, Gaurav Narang, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande:
Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads. CoRR abs/2403.19073 (2024) - [i11]Harsh Sharma, David A. Najera-Flores, Michael D. Todd, Boris Kramer:
Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems. CoRR abs/2404.05040 (2024) - [i10]Harsh Sharma, Iman Adibnazari, Jacobo Cervera-Torralba, Michael Thomas Tolley, Boris Kramer:
Data-driven Model Reduction for Soft Robots via Lagrangian Operator Inference. CoRR abs/2407.08840 (2024) - [i9]Lukas Pfromm, Alish Kanani, Harsh Sharma, Parth Solanki, Eric Tervo, Jaehyun Park, Janardhan Rao Doppa, Partha Pratim Pande, Ümit Y. Ogras:
MFIT: Multi-Fidelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures. CoRR abs/2410.09188 (2024) - 2023
- [j8]Harsh Sharma
Prediction of transcript structure and concentration using RNA-Seq data. Briefings Bioinform. 24(2) (2023) - [j7]Harsh Sharma, Supreeth S. Karan, Ayushi Kumari Agrawal, Kavita Vemuri:
The role of individual physical body measurements and activity on spine kinematics during flexion, lateral bending and twist tasks in healthy young adults - Comparing marker(less) data. Biomed. Signal Process. Control. 82: 104517 (2023) - [j6]Harsh Sharma
An effective deep learning pipeline for improved question classification into bloom's taxonomy's domains. Educ. Inf. Technol. 28(5): 5105-5145 (2023) - [j5]Harsh Sharma
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks. ACM Trans. Embed. Comput. Syst. 22(5s): 132:1-132:21 (2023) - [c7]Harsh Sharma
Achieving Datacenter-scale Performance through Chiplet-based Manycore Architectures. DATE 2023: 1-6 - [i8]Harsh Sharma, Hongliang Mu, Patrick Buchfink, Rudy Geelen, Silke Glas, Boris Kramer:
Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds. CoRR abs/2305.15490 (2023) - [i7]Harsh Sharma, Pratyush Dhingra, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande:
A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models. CoRR abs/2312.11750 (2023) - 2022
- [j4]Bharat Pant, Harsh Sharma, Rashmi Chawla, Chirag Kumar:
An IoT-based intelligent traffic engagement system with emergency vehicles pre-emption. Int. J. Sens. Networks 40(1): 10-19 (2022) - [j3]Shivani Batra, Harsh Sharma
An Intelligent Sensor Based Decision Support System for Diagnosing Pulmonary Ailment through Standardized Chest X-ray Scans. Sensors 22(19): 7474 (2022) - [j2]Harsh Sharma
SWAP: A Server-Scale Communication-Aware Chiplet-Based Manycore PIM Accelerator. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4145-4156 (2022) - [c6]Harsh Sharma, Nicholas Galioto
Bayesian Identification of Nonseparable Hamiltonian Systems Using Stochastic Dynamic Models. CDC 2022: 6742-6749 - [i6]Harsh Sharma, Boris Kramer:
Preserving Lagrangian structure in data-driven reduced-order modeling of large-scale mechanical systems. CoRR abs/2203.06361 (2022) - [i5]Debaditya Pal, Kaustubh Chaudhari, Harsh Sharma:
Combating high variance in Data-Scarce Implicit Hate Speech Classification. CoRR abs/2208.13595 (2022) - [i4]Harsh Sharma, Nicholas Galioto
Bayesian Identification of Nonseparable Hamiltonian Systems Using Stochastic Dynamic Models. CoRR abs/2209.07646 (2022) - 2021
- [c5]Harsh Sharma, Shashank Gupta:
Leveraging Machine Learning and SDN-Fog Infrastructure to Mitigate Flood Attacks. GLOBECOM (Workshops) 2021: 1-6 - [i3]Stuti Sehgal, Harsh Sharma, Akshat Anand:
Smart and Context-Aware System employing Emotions Recognition. CoRR abs/2106.15101 (2021) - [i2]Harsh Sharma, Zhu Wang, Boris Kramer:
Hamiltonian Operator Inference: Physics-preserving Learning of Reduced-order Models for Hamiltonian Systems. CoRR abs/2107.12996 (2021) - 2020
- [j1]Nasim Hajari, Gabriel Lugo Bustillo
Marker-Less 3d Object Recognition and 6d Pose Estimation for Homogeneous Textureless Objects: An RGB-D Approach. Sensors 20(18): 5098 (2020) - [c4]Harsh Sharma, Sara Soltaninejad, Irene Cheng:
Automated Classification of Parkinson's Disease Using Diffusion Tensor Imaging Data. ISVC (2) 2020: 658-669 - [i1]Debaditya Pal
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation. CoRR abs/2010.05243 (2020)
2010 – 2019
- 2019
- [c3]Kushal Mahalingaiah, Harsh Sharma, Priyanka Kaplish, Irene Cheng:
Semantic Learning for Image Compression (SLIC). ICSM 2019: 57-66 - [c2]Harsh Sharma, Changjiang Liu, Irene Cheng:
Synthetic Aerial Image Generation and Runway Segmentation. ICSM 2019: 429-438 - 2018
- [c1]Vasu Sharma, Harsh Sharma, Ankita Bishnu, Labhesh Patel:
Cyclegen: Cyclic consistency based product review generator from attributes. INLG 2018: 426-430
Coauthor Index
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