publications

2025

  1. EMG Signals to Tendon Control Forces for MyoHand Actuation
    Sagar Verma
    In International Conference on Soft Robotics, 2025

2024

  1. Improving Map-Free Localization with Depth Supervision
    Hitesh Jain, and Sagar Verma
    In European Conference on Computer Vision Workshop, 2024

2023

  1. CertViT: Certified Robustness of Pre-Trained Vision Transformers
    Kavya Gupta, and Sagar Verma
    AdvML Frontiers ICML, 2023
  2. Shrink & Cert: Bi-level Optimization for Certified Robustness
    Kavya Gupta, and Sagar Verma
    AdvML Frontiers ICML, 2023
  3. Synthetix: Pipeline for Synthetic Geospatial Data Generation
    Sagar Verma, Siddharth Gupta, and Kavya Gupta
    2023
  4. Investigating Large Vision Model Training Challenges on Satellite Datasets
    Hitesh Jain, Sagar Verma, and Siddharth Gupta
    In India Geoscience and Remote Sensing Symposium, 2023
  5. Post Wildfire Burnt-up Detection using Siamese UNet
    Sagar Verma, and Kavya Gupta
    In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023
  6. Have Foundational Models Seen Satellite Images?
    Akash Panigrahi, Sagar Verma, Matthieu Terris, and 1 more author
    In International Geoscience and Remote Sensing Symposium, Jul 2023
  7. Investigating Model Robustness Against Sensor Variation
    Matthieu Terris, and Sagar Verma
    In International Geoscience and Remote Sensing Symposium, Jul 2023
  8. 1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results
    Benjamin Kiefer, Matej Kristan, Janez Perš, and 69 more authors
    In Winter Conference on Applications of Computer Vision Workshop, Jan 2023
  9. Neural Speed–Torque Estimator for Induction Motors in the Presence of Measurement Noise
    Sagar Verma, Nicolas Henwood, Marc Castella, and 2 more authors
    IEEE Transactions on Industrial Electronics, Jan 2023

2022

  1. Robustness of Neural Networks used in Electrical Motor Time-Series
    Sagar Verma, and Kavya Gupta
    In Neurips RobustSeq, Jan 2022
  2. Aligning Geospatial AI for Disaster Relief with The Sphere Handbook
    Sagar Verma, Siddharth Gupta, and Kavya Gupta
    Jan 2022
  3. FloodNet-to-FloodGAN: Generating Flood Scenes in Aerial Images
    Shubham Goswami, AI Granular, Sagar Verma, and 2 more authors
    Jan 2022
  4. Can GANs Recover Faults in Electrical Motor Sensors?
    Sagar Verma, Nicolas Henwood, Marc Castella, and 2 more authors
    In International Conference on Learning Representations Workshop, Jan 2022
  5. GeoEngine: A Platform for Production-Ready Geospatial Research
    Sagar Verma, Siddharth Gupta, Hal Shin, and 7 more authors
    In Conference on Computer Vision and Pattern Recognition Demo, Jun 2022
  6. Europa: Increasing Accessibility of Geospatial Datasets
    Hal Shin, Natanael Exe, Ujwal Dutta, and 3 more authors
    In International Geoscience and Remote Sensing Symposium, Jun 2022

2021

  1. Sparsifying Networks via Subdifferential Inclusion
    Sagar Verma, and Jean-Christophe Pesquet
    In International Conference on Machine Learning, Jun 2021
  2. Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients
    Nathalie Lassau, Samy Ammari, Emilie Chouzenoux, and 8 more authors
    Nature communications, Jun 2021
  3. QFabric: Multi-Task Change Detection Dataset
    Sagar Verma, Akash Panigrahi, and Siddharth Gupta
    In Computer Vision and Pattern Recognition Workshops, Jun 2021
  4. Multi-label LSTM autoencoder for non-intrusive appliance load monitoring
    Sagar Verma, Shikha Singh, and Angshul Majumdar
    Electric Power Systems Research, Jun 2021

2020

  1. Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics
    Sagar Verma, Nicolas Henwood, Marc Castella, and 2 more authors
    In Annual Conference of the IEEE Industrial Electronics Society, Jun 2020
  2. Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection
    Sagar Verma, Nicolas Henwood, Marc Castella, and 2 more authors
    In AAAI Conference on Artificial Intelligence, Jun 2020

2019

  1. A Survey on Machine Learning Applied to Dynamic Physical Systems
    Sagar Verma
    Jun 2019
  2. Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data
    Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, and 2 more authors
    In International Geoscience and Remote Sensing Symposium, Jun 2019
  3. MAPEL: Multi-Agent Pursuer-Evader Learning using Situation Report
    Sagar Verma, Richa Verma, and P.B. Sujit
    In International Joint Conference on Neural Networks, Jun 2019
  4. Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring
    Sagar Verma, Shikha Singh, and Angshul Majumdar
    In International Conference on Acoustics, Speech and Signal Processing, Jun 2019

2018

  1. Diversity in Fashion Recommendation Using Semantic Parsing
    Sagar Verma, Sukhad Anand, Chetan Arora, and 1 more author
    In International Conference on Image Processing, Jun 2018
  2. Making Third Person Techniques Recognize First-Person Actions in Egocentric Videos
    Sagar Verma, Pravin Nagar, Divam Gupta, and 1 more author
    In International Conference on Image Processing, Jun 2018
  3. Tooling Framework for Instantiating Natural Language Querying System
    Manasa Jammi, Jaydeep Sen, Ashish Mittal, and 7 more authors
    Jun 2018

2017

  1. Collaborative Filtering with Label Consistent Restricted Boltzmann Machine
    Sagar Verma, Prince Patel, and Angshul Majumdar
    In International Conference on Advances in Pattern Recognition, Jun 2017