ArXiv Manuscripts

  1. Ramakrishna Vedantam, Ian Fischer, Jonathan Huang, Kevin Murphy
    Generative Models of Visually Grounded Imagination
    [May, 2017]
  2. Ashwin K. Vijayakumar, Ramakrishna Vedantam, Devi Parikh
    Sound-Word2Vec: Learning Word Representations Grounded in Sounds
    [March, 2017]
  3. Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollar, C. Lawrence Zitnick
    Microsoft COCO Captions: Data Collection and Evaluation Server
    [April, 2015]

Publications

  1. Prithvijit Chattopadhyay*, Ramakrishna Vedantam*, Ramprasaath RS, Dhruv Batra, Devi Parikh
    Counting Everyday Objects in Everyday Scenes
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (Spotlight)
  2. Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik
    Context-aware Captions from Context-agnostic Supervision
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (Spotlight)
  3. Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
    Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization
    NIPS Workshop on Interpretable Machine Learning in Complex Systems, 2016
  4. C. Lawrence Zitnick, Ramakrishna Vedantam, Devi Parikh
    Adopting Abstract Images for Semantic Scene Understanding
    Special Issue on the best papers at the 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2016
  5. Satwik Kottur*, Ramakrishna Vedantam*, Jose´ Moura, Devi Parikh
    Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
    [Project Page] [Code] [arXiv]
  6. Ramakrishna Vedantam*, Xiao Lin*, Tanmay Batra, C. Lawrence Zitnick, Devi Parikh
    Learning Common Sense Through Visual Abstraction
    IEEE International Conference on Computer Vision (ICCV), 2015
    [Project page] [Code]
  7. Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh
    CIDEr: Consensus-based Image Description Evaluation
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
    [Project Page] [Code][arXiv]

* Equal Contribution