Anmol Gupta

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 22

Top Topics

Functional Connectivity

Ultra Low Power

Top Venues

Circuits Syst. Signal Process.

Biomed. Signal Process. Control.

Publications

Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy
Efficacy of transformer networks for classification of EEG data. Biomed. Signal Process. Control. 87 (Part B) (2024)
Jan Baczek, Dmytro Zhylko, Gilberto Titericz, Sajad Darabi, Jean-Francois Puget, Izzy Putterman, Dawid Majchrowski, Anmol Gupta, Kyle Kranen, Pawel Morkisz
TSPP: A Unified Benchmarking Tool for Time-series Forecasting. CoRR (2023)
Anmol Gupta, Ronnie Daniel, Akash K. Rao, Partha Pratim Roy, Sushil Chandra, Byung-Gyu Kim
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning. Big Data 11 (4) (2023)
Nitin Kumar Saxena, Bhavesh Kumar Chauhan, Sonia Gouri, Ashwani Kumar, Anmol Gupta
Knowledge-Based Recommendation for Subject Allocation Using Artificial Neural Network in Higher Education. IEEE Trans. Educ. 66 (5) (2023)
Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy
Efficacy of Transformer Networks for Classification of Raw EEG Data. CoRR (2022)
Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez, Tariq Kane, William Gaviria Rojas, Peter Mattson, Adina Williams, Douwe Kiela
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks. ACL (demo) (2022)
Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
Improving Voice Trigger Detection with Metric Learning. CoRR (2022)
Anmol Gupta, Sanjay Kumar
Design of Mittag-Leffler Kernel-Based Fractional-Order Digital Filter Using Fractional Delay Interpolation. Circuits Syst. Signal Process. 41 (6) (2022)
Varun Gupta, Nitin Kumar Saxena, Abhas Kanungo, Anmol Gupta, Parvin Kumar, Salim
A review of different ECG classification/detection techniques for improved medical applications. Int. J. Syst. Assur. Eng. Manag. 13 (3) (2022)
Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez, Tariq Kane, William Gaviria Rojas, Peter Mattson, Adina Williams, Douwe Kiela
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks. CoRR (2022)
Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
Improving Voice Trigger Detection with Metric Learning. INTERSPEECH (2022)
Anmol Gupta, Sanjay Kumar
Generalized framework for the design of adaptive fractional-order masks for image denoising. Digit. Signal Process. 121 (2022)
Boyou Zhou, Anmol Gupta, Rasoul Jahanshahi, Manuel Egele, Ajay Joshi
A Cautionary Tale About Detecting Malware Using Hardware Performance Counters and Machine Learning. IEEE Des. Test 38 (3) (2021)
Takuya Higuchi, Anmol Gupta, Chandra Dhir
Multi-task Learning with Cross Attention for Keyword Spotting. CoRR (2021)
Anmol Gupta, Sanjay Kumar
Closed-Form Analytical Formulation for Riemann-Liouville-Based Fractional-Order Digital Differentiator Using Fractional Sample Delay Interpolation. Circuits Syst. Signal Process. 40 (5) (2021)
Takuya Higuchi, Anmol Gupta, Chandra Dhir
Multi-Task Learning with Cross Attention for Keyword Spotting. ASRU (2021)
Arunabh Saxena, Bhumesh Kumar, Anmol Gupta, Neeraja Sahasrabudhe, Sharayu Moharir
Influencing Opinions of Heterogeneous Populations over Finite Time Horizons. COMSNETS (2021)
Anmol Gupta, Partha Pratim Roy, Varun Dutt
Evaluation of Instance-Based Learning and Q-Learning Algorithms in Dynamic Environments. IEEE Access 9 (2021)
Anmol Gupta, Gourav Siddhad, Vishal Pandey, Partha Pratim Roy, Byung-Gyu Kim
Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning. Sensors 21 (20) (2021)
Anmol Gupta, Sharayu Moharir, Neeraja Sahasrabudhe
Influencing Opinion Dynamics in Networks with Limited Interaction. CoRR (2020)
Boyou Zhou, Anmol Gupta, Rasoul Jahanshahi, Manuel Egele, Ajay Joshi
Hardware Performance Counters Can Detect Malware: Myth or Fact? AsiaCCS (2018)
Anmol Gupta, Ashutosh Pal
Accelerating SVM on Ultra Low Power ASIP for High Throughput Streaming Applications. VLSI Design (2015)