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  • Aditya Chattopadhyay, Anirban Sarkar, Prantik Howlader, Vineeth N. Balasubramanian
  • Computer Science
  • IEEE Winter Conference on Applications of…
  • 2018 (First Publication: 30 October 2017)
  • Over the last decade, Convolutional Neural Network (CNN) models have been highly successful in solving complex vision based problems. However, deep models are perceived as "black box" methodsExpand
  • Puneet Mangla, Mayank Singh, Abhishek Sinha, Nupur Kumari, Vineeth N. Balasubramanian, Balaji Krishnamurthy
  • Mathematics, Computer Science
  • IEEE Winter Conference on Applications of…
  • 2020 (First Publication: 28 July 2019)
  • Few-shot learning algorithms aim to learn model parameters capable of adapting to unseen classes with the help of only a few labeled examples. A recent regularization technique - Manifold MixupExpand
  • Sreekar Krishna, Dirk Colbry, John Black, Vineeth N. Balasubramanian, Sethuraman Panchanathan
  • Psychology
  • 2008 (First Publication: 1 October 2008)
  • People who are blind can be at a disadvantage in social situations because face-to-face communication relies heavily on non-verbal cues. Lack of access to cues such as eye contact can sometimes leadExpand
  • 59
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  • Shayok Chakraborty, Vineeth N. Balasubramanian, Qian Sun, Sethuraman Panchanathan, Jieping Ye
  • Medicine, Computer Science
  • IEEE Transactions on Pattern Analysis and Machine…
  • 2015 (First Publication: 1 October 2015)
  • Active learning techniques have gained popularity to reduce human effort in labeling data instances for inducing a classifier. When faced with large amounts of unlabeled data, such algorithmsExpand