Aman Sinha

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 43

Top Topics

Autonomous Driving

Computing Platform

Sequence Matching

Secret Sharing Scheme

Top Venues

Publications

Sachi Gupta, Aman Sinha, Sumit Kumar Pandey
A resilient m-qubit quantum secret sharing scheme using quantum error correction code. Quantum Inf. Process. 23 (2) (2024)
Anubha Gupta, Shiv Gehlot, Shubham Goswami, Sachin Motwani, Ritu Gupta, Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Reza Azad, Dorit Merhof, Afshin Bozorgpour, Babak Azad, Alaa Sulaiman, Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal, Xinyun Qiu, Yucheng Zhang, Ming Fan, Yoonbeom Park, Dae-Hong Lee, Joon Sik Park, KwangYeol Lee, Jaehyung Ye
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images. Medical Image Anal. 83 (2023)
Aman Sinha, Pei-Yi Liu, Yuhao Fang, Jhih-Yong Mai, Bo-Cheng Lai
GRONA : A Framework for Gather-and-Reduce On Near-Memory Accelerators. MCSoC (2023)
Aman Sinha, Bo-Cheng Lai, Jhih-Yong Mai
A Bin-Based Indexing for Scalable Range Join on Genomic Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Priyanshu Mohanty, S. Harihara Sudhan, Aman Sinha, S. Vinila Jinny
An Ensemble Transformer Model For Speech Emotion Recognition. ICCCNT (2023)
Aman Sinha, Yuhao Fang, Bo-Cheng Lai
REGAL: Reprogrammable Engines for Genome Analysis on LPDDR4x-based Stacked DRAM. ISCAS (2023)
Manik Sabharwal, Aman Sinha, Dhruv Gupta, Payal Malik
Impact Of Backbone Architectures And Loss Functions On U-Net Models For Brain Tumor Segmentation: A Comparative Analysis. IC3 (2023)
Rajeshwari BS, Aman Sinha, Arnab Sengupta, Dhaladhuli Jahnavi, Nirmalya Ghosh, Amit Patra
Detection of Twin Pregnancies using Fetal Phonocardiogram. EMBC (2023)
B. S. Rajeshwari, Madhurima Patra, Aman Sinha, Arnab Sengupta, Nirmalya Ghosh
Detection of Phonocardiogram Event Patterns in Mitral Valve Prolapse: An Automated Clinically Relevant Explainable Diagnostic Framework. IEEE Trans. Instrum. Meas. 72 (2023)
Aman Sinha, Cristina García Holgado, Marianne Clausel, Matthieu Constant
IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets. SMM4H@COLING (2022)
B. S. Rajeshwari, Aman Sinha, Arnab Sengupta, Madhurima Patra, Karuna P. Sahoo, Nirmalya Ghosh
Synchrosqueezed Transform based Click Event Segmentation in Phonocardiogram of Mitral Valve Prolapse. EMBC (2022)
Eli Bronstein, Sirish Srinivasan, Supratik Paul, Aman Sinha, Matthew O'Kelly, Payam Nikdel, Shimon Whiteson
Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula. CoRR (2022)
Aman Sinha, Huei-Chun Yang, Pei-Yi Liu, Yen-Shi Kuo, Yuhao Fang, Tien-Shuo Chang, Ke-Han Li, Bo-Cheng Lai
DSIM: Distributed Sequence Matching on Near-DRAM Accelerator for Genome Assembly. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Aman Sinha, Jhih-Yong Mai, Bo-Cheng Lai
MSIM: A Highly Parallel Near-Memory Accelerator for MinHash Sketch. SOCC (2022)
Aman Sinha, Ayan Vishwakarma, Marianne Clausel, Mathieu Constant
CME2 Net: Contextual Medical Event Extraction Network for clinical notes. WNLPe-Health@ICON (2022)
Cristina García Holgado, Aman Sinha
HalBERT at PoliticEs 2022: Are Machine Learning Algorithms better for Author Profiling? IberLEF@SEPLN (2022)
Eli Bronstein, Sirish Srinivasan, Supratik Paul, Aman Sinha, Matthew O'Kelly, Payam Nikdel, Shimon Whiteson
Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula. CoRL (2022)
Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal
Transformer Assisted Convolutional Network for Cell Instance Segmentation. CoRR (2021)
Sirigireddy Dhanalaxmi, Rohit Agarwal, Aman Sinha
DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa. W-NUT@EMNLP (2020)
Pradyumna Gupta, Himanshu Gupta, Aman Sinha
DSC IIT-ISM at SemEval-2020 Task 8: Bi-Fusion Techniques for Deep Meme Emotion Analysis. SemEval@COLING (2020)
Aman Sinha, Matthew O'Kelly, John C. Duchi, Russ Tedrake
Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems. CoRR (2020)
Sirigireddy Dhanalaxmi, Rohit Agarwal, Aman Sinha
Detection of COVID-19 informative tweets using RoBERTa. CoRR (2020)
Aadarsh Singh, Priyanshu Kumar, Aman Sinha
DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction. CoRR (2020)
Aman Sinha, Matthew O'Kelly, Hongrui Zheng, Rahul Mangharam, John C. Duchi, Russ Tedrake
FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis. CoRR (2020)
Aadarsh Singh, Priyanshu Kumar, Aman Sinha
DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction. SemEval@COLING (2020)
Amit Kumar Jena, Aman Sinha, Rohit Agarwal
C-Net: Contextual Network for Sarcasm Detection. Fig-Lang@ACL (2020)
Aman Sinha, Matthew O'Kelly, Hongrui Zheng, Rahul Mangharam, John C. Duchi, Russ Tedrake
FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis. ICML (2020)
Pradyumna Gupta, Himanshu Gupta, Aman Sinha
DSC IIT-ISM at SemEval-2020 Task 8: Bi-Fusion Techniques for Deep Meme Emotion Analysis. CoRR (2020)
Aman Sinha, Matthew O'Kelly, Russ Tedrake, John C. Duchi
Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems. NeurIPS (2020)
Aman Sinha, Bo-Cheng Lai
DP2: A Highly Parallel Range Join for Genome Analysis on Distributed Computing Platform. HPCS (2019)
Aman Sinha, Parth Pradeep Patekar, Radhika Mamidi
Unsupervised Approach for Monitoring Satire on Social Media. FIRE (2019)
Justin Norden, Matthew O'Kelly, Aman Sinha
Efficient Black-box Assessment of Autonomous Vehicle Safety. CoRR (2019)
Matthew O'Kelly, Aman Sinha, Hongseok Namkoong, Russ Tedrake, John C. Duchi
Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation. NeurIPS (2018)
Matthew O'Kelly, Aman Sinha, Justin Norden, Hongseok Namkoong
In-silico Risk Analysis of Personalized Artificial Pancreas Controllers via Rare-event Simulation. CoRR (2018)
Aman Sinha, Hongseok Namkoong, John C. Duchi
Certifying Some Distributional Robustness with Principled Adversarial Training. ICLR (2018)
Daniel Ritter, Stefanie Rinderle-Ma, Marco Montali, Andrey Rivkin, Aman Sinha
Catalog of Formalized Application Integration Patterns. CoRR (2018)
Matthew O'Kelly, Aman Sinha, Hongseok Namkoong, John C. Duchi, Russ Tedrake
Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation. CoRR (2018)
Daniel Ritter, Stefanie Rinderle-Ma, Marco Montali, Andrey Rivkin, Aman Sinha
Formalizing Application Integration Patterns. EDOC (2018)
Aman Sinha, Hongseok Namkoong, John C. Duchi
Certifiable Distributional Robustness with Principled Adversarial Training. CoRR (2017)
Hongseok Namkoong, Aman Sinha, Steve Yadlowsky, John C. Duchi
Adaptive Sampling Probabilities for Non-Smooth Optimization. ICML (2017)
Aman Sinha, John C. Duchi
Learning Kernels with Random Features. NIPS (2016)
Motahar Reza, Aman Sinha, Rajkumar Nag, Prasant Mohanty
CUDA-enabled Hadoop cluster for Sparse Matrix Vector Multiplication. ReTIS (2015)
Aman Sinha, John C. Duchi, Nicholas Bambos
Dynamic management of network risk from epidemic phenomena. CDC (2015)
Yijou Chen, Richard L. Cole, William J. McKenna, Sergei Perfilov, Aman Sinha, Eugene Szedenits Jr.
Partial join order optimization in the paraccel analytic database. SIGMOD Conference (2009)
Aman Sinha, Craig M. Chase, Munir Cochinwala
Cooperative Caching in Append-only Databases with Hot Spots. ICDE (1999)
Aman Sinha, Craig M. Chase
Prefetching and Caching for Query Scheduling in a Special Class of Distributed Applications. ICPP, Vol. 3 (1996)