About me
I am Konda Reddy Mopuri (కొండా రెడ్డి మోపూరి ), a PhD student advised by Prof. R. Venkatesh Babu, at Video Analytics Lab, Department of Computational and Data Sciences (CDS), Indian Institute of Science, Bangalore, India.
My CV and Google Scholar
News
- April 11, 2018: Our paper with Vishal B Athreya is accepted in SPCOM-2018.
- February 19, 2018: Our paper with Utkarsh Ojha and Utsav Garg is accepted at CVPR-2018. The draft is available here and the project page is here.
- January 25, 2018: Our paper with Aditya Ganeshan titled “Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations” is available in arXiv now here and the project page is here.
- July 18, 2017: Paper with Utsav Garg titled “Fast Feature Fool: A data independent approach to universal adversarial perturbations” is accepted in BMVC-2017 and is available here.
Research Interests
I work primarily in the areas of Computer Vision and Deep Learning. Lately I have been working on learning and understanding deep visual representations towards my PhD thesis.
- Augmenting Deep Visual Representations with Side and Additional Information
- Visualizing the Deep Visual Representations
- Susceptibility of the Learned Representations to Adversarial Perturbations
Publications
For a full list of publications click here
2018
- Konda Reddy Mopuri, Vishal B Athreya, R. Venkatesh Babu, “Learning Representations with Strong Supervision for Image Search”, SPCOM 2018 (To be presented) [Project].
- Konda Reddy Mopuri, Utkarsh Ojha, Utsav Garg and R. Venkatesh Babu, “NAG: Network for Adversary Generation, CVPR 2018 (To be presented in June)[PDF][Project].
2017
- Konda Reddy Mopuri, Utsav Garg and R. Venkatesh Babu, “CNN-Fixations: An unraveling approach to visualize the discriminative image regions” arXiv preprint arXiv:1708.06670.
- Konda Reddy Mopuri, Utsav Garg and R. Venkatesh Babu, “Fast Feature Fool: A data independent approach to universal adversarial perturbations”, BMVC 2017 [PDF][Project].
2016
- Konda Reddy Mopuri and R. Venkatesh Babu, “Towards Semantic Visual Representation: Augmenting Image Representation with Natural Language Descriptors”, in ICVGIP 2016 [PDF].
- Suraj Srinivas, Ravi Kiran Sarvadevabhatla, Konda Reddy Mopuri, Nikita Prabhu, Srinivas S S Kruthiventi, R. Venkatesh Babu, “A Taxonomy of Deep Convolutional Neural Nets for Computer Vision”, Frontiers in Robotics and AI, 2016 [Link].