Patents

• Puneet Mangla, Balaji Krishnamurthy, A Novel Non-adversarial Framework for Image Synthesis in Few-shot Regime, us P11522-US, Filed.
• Arneh Jain, Puneet Mangla,Gaurav Ahuja, Salil Taneja, Assistive Form Authoring - Speed up Form Authoring via Statistical and Intent-Based Recommendations, us P11540-US, Filed.
• Puneet Mangla, Milan Aggarwal, Balaji Krishnamurthy, Leveraging Intrinsic Multimodality for Domain Generalization, us P11305-US, Filed.
• Puneet Mangla, Balaji Krishnamurthy, Data InStance Prior in Generative Adversarial Networks, us P10789-US, Filed.
• Mayank Singh, Nupur Kumari, Puneet Mangla, Balaji Krishnamurthy, Attributionally Robust Training (ART) for Weakly Supervised Localization, us P9657-US, Granted.
• Puneet Mangla, Mayank Singh, Abhishek Sinha, Nupur Kumari, Balaji Krishnamurthy, Classifying Digital Images In Few-Shot Tasks Based On Neural Networks Trained Using Manifold Mixup Regularization and Self-Supervision, us P9195-US, Granted. (Link)

Awards

• Research Appreciation Award, IIT Hyderabad - June 2021
  for research works published/done under the supervision of Prof. Vineeth Balasubramanian.
• Best Paper Award, CVPR 2021 AML-CV Workshop - June 2021
  Received Best Paper Award for our work - “On Benifits of Defining Vicinal Distributions in Latent Space” at CVPR 2021 Workshop on Adversarial Machine Learning in Real-World Computer Vision.
• Quantel's Mentor of the Month - April 2021
  Titled as Quantel’s Mentor of the Month for taking maximum counselling sessions in month of March.
• Research Appreciation Award, IIT Hyderabad - March 2019
  for a research project done under the supervision of Prof. Vineeth Balasubramanian.
• Academic Excellence Award, IIT Hyderabad - Feburary 2018
  excellence award for highest SGPA in CSE 2k17 batch.

Achievements

• Grand Prize Winner, ClassiFicon Hackathon 2021 - April 2021
  Won a grand cash prize of INR 25K in ClassiFicon Hackathon 2021 organized by Epoch, IIT Hyderabad and I’m beside you
• Exclusive Top 10% spot, Skoltech MLSS - August 2020
  offered an exclusive spot (given to top 10% of 2000+ applicants) at International Summer School of Machine Learning at Skoltech. Got an opportunity to present my WACV 2020 work there.
• AI Summer School, Google Research - August 2020
  selected for AI Summer School hosted by Google Research, India
• Runner Ups, Honeywell AI Hackathon - Feburary 2019
  for building a DL model to detect the fuel corresponding to a flame in a video along with bounding boxes and its relative height. Won a cash price of INR 12,500.
• PAN IIT 2019 ML Challenge - January 2019
  Amongst Top 15 teams in ML challange hosted by PAN-IIT Conclave. Qualified for Machine Learning Hackathon