no code implementations • 10 Apr 2021 • Vinay Verma, Deepak Singh, Nitin Khanna
A set of extensive experiments shows that the proposed system trained on a single dataset generalizes well on other datasets compressed with completely unseen quantization matrices and outperforms the state-of-the-art methods in both seen and unseen quantization matrices scenarios.
1 code implementation • 7 Jun 2019 • Varun Khare, Divyat Mahajan, Homanga Bharadhwaj, Vinay Verma, Piyush Rai
Our approach is based on end-to-end learning of the class distributions of seen classes and unseen classes.
Ranked #1 on Zero-Shot Learning on CUB-200 - 0-Shot Learning (using extra training data)