publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. SpotEM: Efficient Video Search for Episodic Memory
    Santhosh Kumar Ramakrishnan, Ziad Al-Halah, and Kristen Grauman
    In International Conference on Machine Learning, 2023
  2. Habitat-matterport 3d semantics dataset (highlight)
    Karmesh Yadav, Ram Ramrakhya, Santhosh Kumar Ramakrishnan, Theo Gervet, John Turner, and 6 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023
  3. NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory
    Santhosh Kumar Ramakrishnan, Ziad Al-Halah, and Kristen Grauman
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

2022

  1. Egocentric scene context for human-centric environment understanding from video
    Tushar Nagarajan, Santhosh Kumar Ramakrishnan, Ruta Desai, James Hillis, and Kristen Grauman
    arXiv preprint arXiv:2207.11365, Jun 2022
  2. PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning (oral)
    Santhosh K. Ramakrishnan, Devendra Singh Chaplot, Ziad Al-Halah, Jitendra Malik, and Kristen Grauman
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022
  3. Ego4D: Around the World in 3,000 Hours of Egocentric Video (oral)
    Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, and 80 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022
  4. Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation
    Ziad Al-Halah, Santhosh Kumar Ramakrishnan, and Kristen Grauman
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022
  5. Environment Predictive Coding for Visual Navigation
    Santhosh Kumar Ramakrishnan, Tushar Nagarajan, Ziad Al-Halah, and Kristen Grauman
    In International Conference on Learning Representations, Jun 2022

2021

  1. Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI
    Santhosh Kumar Ramakrishnan, Aaron Gokaslan, Erik Wijmans, Oleksandr Maksymets, Alexander Clegg, and 8 more authors
    In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), Jun 2021
  2. An Exploration of Embodied Visual Exploration
    Santhosh Kumar Ramakrishnan, Dinesh Jayaraman, and Kristen Grauman
    International Journal of Computer Vision, Jun 2021
  3. Learning to Set Waypoints for Audio-Visual Navigation
    Changan Chen, Sagnik Majumder, Ziad Al-Halah, Ruohan Gao, Santhosh Kumar Ramakrishnan, and 1 more author
    In International Conference on Learning Representations, Jun 2021

2020

  1. Shapes as Product Differentiation: Neural Network Embedding in the Analysis of Markets for Fonts
    Sukjin Han, Eric Schulman, Kristen Grauman, and Santhosh Kumar Ramakrishnan
    Jun 2020
  2. Occupancy Anticipation for Efficient Exploration and Navigation (spotlight)
    Santhosh Kumar Ramakrishnan, Ziad Al-Halah, and Kristen Grauman
    In European Conference on Computer Vision, Jun 2020

2019

  1. Emergence of exploratory look-around behaviors through active observation completion
    Santhosh Kumar Ramakrishnan, Dinesh Jayaraman, and Kristen Grauman
    In Science Robotics, Jun 2019

2018

  1. Sidekick Policy Learning for Active Visual Exploration
    Santhosh Kumar Ramakrishnan, and Kristen Grauman
    In European Conference on Computer Vision, Jun 2018

2017

  1. An Empirical Evaluation of Visual Question Answering for Novel Objects
    Santhosh Kumar Ramakrishnan, Ambar Pal, Gaurav Sharma, and Anurag Mittal
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Jun 2017
  2. CoMaL Tracking: Tracking Points at the Object Boundaries
    Santhosh Kumar Ramakrishnan, Swarna Kamlam Ravindran, and Anurag Mittal
    arXiv preprint arXiv:1706.02331, Jun 2017