About me

I am a second year PhD student in the Department of Computer Science at University of Maryland, College Park. I am advised by Dr. Rama Chellappa. My research interests are in the areas of Computer Vision and Machine Learning. More specifically, my research focusses on building domain invariant representations for images and text. I am also interested in generative models, adversarial learning and multimodal learning

Previously, I obtained a Bachelor's degree (B.Tech), with a major in Electrical Engineering and a minor in Operations Research from Indian Institute of Technology, Madras.


       

Publications

  • Unrolling the Shutter: CNN to Correct Motion Distortions
    Vijay Rengarajan, Yogesh Balaji , and A.N. Rajagopalan, accepted as Oral paper in CVPR 2017

  • Deep Decoupling of Defocus and Motion Blur for Dynamic Segmentation
    Abhijith Punnappurath, Yogesh Balaji , Mahesh Mohan, and A. N. Rajagopalan, ECCV 2016

  • Preprints

  • Generate To Adapt: Unsupervised Domain Adaptation using Generative Adversarial Networks
    Swami Sankaranarayanan *, Yogesh Balaji *, Carlos D. Castillo and Rama Chellappa, Under review

  • Unsupervised Domain Adaptation for Semantic Segmentation with GANs
    Swami Sankaranarayanan*, Yogesh Balaji *, Carlos D. Castillo and Rama Chellappa, Under review

  • * denotes equal contribution

    Technical Reports

  • Deep Learning for estimating distortions in images
    B.Tech thesis, Indian Institute of Technology Madras, 2016

Internships

  • Qualcomm Research and Development, San Diego


    Topic: Randomized Algorithms for Wireless Systems
    I spent the summer of 2015 at Qualcomm Research, San Diego. Here, I worked with Wireless Systems group on developing MAC layer protocols that would enable fair coexistence between WiFi and LTE-U (LTE in unlicensed spectrum)

  • Center for Excellence in Wireless Technologies, IIT Madras Research Park


    Topic: 3D channel modeling
    I spent the summer of 2014 at CeWIT, where I worked on developing 3GPP SCM 3D channel models for wireless systems.

Contact

email :   yogesh@cs.umd.edu

Address :   Room 4436, A.V. Williams Building,
                      University of Maryland,
                      College Park, MD 20742